In [ ]:
pip install seaborn

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In [ ]:
pip install pandas

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In [ ]:
pip install seaborn 

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In [ ]:
pip install statsmodels

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PRIMEIRO PASSO: IMPORTANDO BIBLIOTECAS

In [ ]:
import matplotlib.pyplot as plt
import seaborn as sns
import pandas as pd
import matplotlib.pyplot as plt
import pandas as pd
import matplotlib.dates as mdates
import numpy as np
from tabulate import tabulate
from statsmodels.tsa.seasonal import seasonal_decompose
from sklearn.model_selection import train_test_split
from statsmodels.tsa.statespace.sarimax import SARIMAX
from sklearn.metrics import mean_squared_error, mean_squared_log_error

SEGUNDO PASSO: CARREGANDO E LENDO OS ARQUIVOS

In [ ]:
data_train=pd.read_csv('/Users/luisguedes/Desktop/UFRJ/CPS-833/Trabalho 02/train.csv')
display(data_train)
id date store_nbr family sales onpromotion
0 0 2013-01-01 1 AUTOMOTIVE 0.000 0
1 1 2013-01-01 1 BABY CARE 0.000 0
2 2 2013-01-01 1 BEAUTY 0.000 0
3 3 2013-01-01 1 BEVERAGES 0.000 0
4 4 2013-01-01 1 BOOKS 0.000 0
... ... ... ... ... ... ...
3000883 3000883 2017-08-15 9 POULTRY 438.133 0
3000884 3000884 2017-08-15 9 PREPARED FOODS 154.553 1
3000885 3000885 2017-08-15 9 PRODUCE 2419.729 148
3000886 3000886 2017-08-15 9 SCHOOL AND OFFICE SUPPLIES 121.000 8
3000887 3000887 2017-08-15 9 SEAFOOD 16.000 0

3000888 rows × 6 columns

In [ ]:
# Assegurando que 'date' está em formato datetime no DataFrame data_train
data_train['date'] = pd.to_datetime(data_train['date'])

# Definir o intervalo de datas baseado nas datas mínima e máxima no data_train
start_date = data_train['date'].min()
end_date = data_train['date'].max()

# Criar uma série de todas as datas dentro do intervalo
all_dates = pd.date_range(start=start_date, end=end_date, freq='D')

# Encontrar as datas que estão no intervalo, mas faltando em data_train
missing_dates = all_dates.difference(data_train['date'])

# Exibir as datas faltantes
print("Datas faltantes em data_train:")
print(missing_dates)

Datas faltantes em data_train:
DatetimeIndex(['2013-12-25', '2014-12-25', '2015-12-25', '2016-12-25'], dtype='datetime64[ns]', freq=None)
In [ ]:
data_test=pd.read_csv('/Users/luisguedes/Desktop/UFRJ/CPS-833/Trabalho 02/test.csv')
display(data_test)
id date store_nbr family onpromotion
0 3000888 2017-08-16 1 AUTOMOTIVE 0
1 3000889 2017-08-16 1 BABY CARE 0
2 3000890 2017-08-16 1 BEAUTY 2
3 3000891 2017-08-16 1 BEVERAGES 20
4 3000892 2017-08-16 1 BOOKS 0
... ... ... ... ... ...
28507 3029395 2017-08-31 9 POULTRY 1
28508 3029396 2017-08-31 9 PREPARED FOODS 0
28509 3029397 2017-08-31 9 PRODUCE 1
28510 3029398 2017-08-31 9 SCHOOL AND OFFICE SUPPLIES 9
28511 3029399 2017-08-31 9 SEAFOOD 0

28512 rows × 5 columns

In [ ]:
data_oil=pd.read_csv('/Users/luisguedes/Desktop/UFRJ/CPS-833/Trabalho 02/oil.csv')
display(data_oil)
date dcoilwtico
0 2013-01-01 NaN
1 2013-01-02 93.14
2 2013-01-03 92.97
3 2013-01-04 93.12
4 2013-01-07 93.20
... ... ...
1213 2017-08-25 47.65
1214 2017-08-28 46.40
1215 2017-08-29 46.46
1216 2017-08-30 45.96
1217 2017-08-31 47.26

1218 rows × 2 columns

In [ ]:
data_stores=pd.read_csv('/Users/luisguedes/Desktop/UFRJ/CPS-833/Trabalho 02/stores.csv')
display(data_stores)
store_nbr city state type cluster
0 1 Quito Pichincha D 13
1 2 Quito Pichincha D 13
2 3 Quito Pichincha D 8
3 4 Quito Pichincha D 9
4 5 Santo Domingo Santo Domingo de los Tsachilas D 4
5 6 Quito Pichincha D 13
6 7 Quito Pichincha D 8
7 8 Quito Pichincha D 8
8 9 Quito Pichincha B 6
9 10 Quito Pichincha C 15
10 11 Cayambe Pichincha B 6
11 12 Latacunga Cotopaxi C 15
12 13 Latacunga Cotopaxi C 15
13 14 Riobamba Chimborazo C 7
14 15 Ibarra Imbabura C 15
15 16 Santo Domingo Santo Domingo de los Tsachilas C 3
16 17 Quito Pichincha C 12
17 18 Quito Pichincha B 16
18 19 Guaranda Bolivar C 15
19 20 Quito Pichincha B 6
20 21 Santo Domingo Santo Domingo de los Tsachilas B 6
21 22 Puyo Pastaza C 7
22 23 Ambato Tungurahua D 9
23 24 Guayaquil Guayas D 1
24 25 Salinas Santa Elena D 1
25 26 Guayaquil Guayas D 10
26 27 Daule Guayas D 1
27 28 Guayaquil Guayas E 10
28 29 Guayaquil Guayas E 10
29 30 Guayaquil Guayas C 3
30 31 Babahoyo Los Rios B 10
31 32 Guayaquil Guayas C 3
32 33 Quevedo Los Rios C 3
33 34 Guayaquil Guayas B 6
34 35 Playas Guayas C 3
35 36 Libertad Guayas E 10
36 37 Cuenca Azuay D 2
37 38 Loja Loja D 4
38 39 Cuenca Azuay B 6
39 40 Machala El Oro C 3
40 41 Machala El Oro D 4
41 42 Cuenca Azuay D 2
42 43 Esmeraldas Esmeraldas E 10
43 44 Quito Pichincha A 5
44 45 Quito Pichincha A 11
45 46 Quito Pichincha A 14
46 47 Quito Pichincha A 14
47 48 Quito Pichincha A 14
48 49 Quito Pichincha A 11
49 50 Ambato Tungurahua A 14
50 51 Guayaquil Guayas A 17
51 52 Manta Manabi A 11
52 53 Manta Manabi D 13
53 54 El Carmen Manabi C 3
In [ ]:
data_holidays_events=pd.read_csv('/Users/luisguedes/Desktop/UFRJ/CPS-833/Trabalho 02/holidays_events.csv')
display(data_holidays_events)
date type locale locale_name description transferred
0 2012-03-02 Holiday Local Manta Fundacion de Manta False
1 2012-04-01 Holiday Regional Cotopaxi Provincializacion de Cotopaxi False
2 2012-04-12 Holiday Local Cuenca Fundacion de Cuenca False
3 2012-04-14 Holiday Local Libertad Cantonizacion de Libertad False
4 2012-04-21 Holiday Local Riobamba Cantonizacion de Riobamba False
... ... ... ... ... ... ...
345 2017-12-22 Additional National Ecuador Navidad-3 False
346 2017-12-23 Additional National Ecuador Navidad-2 False
347 2017-12-24 Additional National Ecuador Navidad-1 False
348 2017-12-25 Holiday National Ecuador Navidad False
349 2017-12-26 Additional National Ecuador Navidad+1 False

350 rows × 6 columns

In [ ]:
data_transactions=pd.read_csv('/Users/luisguedes/Desktop/UFRJ/CPS-833/Trabalho 02/transactions.csv')
display(data_transactions)
date store_nbr transactions
0 2013-01-01 25 770
1 2013-01-02 1 2111
2 2013-01-02 2 2358
3 2013-01-02 3 3487
4 2013-01-02 4 1922
... ... ... ...
83483 2017-08-15 50 2804
83484 2017-08-15 51 1573
83485 2017-08-15 52 2255
83486 2017-08-15 53 932
83487 2017-08-15 54 802

83488 rows × 3 columns

In [ ]:
data_holidays_events.columns
Out[ ]:
Index(['date', 'type', 'locale', 'locale_name', 'description', 'transferred'], dtype='object')
In [ ]:
data_oil.columns
Out[ ]:
Index(['date', 'dcoilwtico'], dtype='object')
In [ ]:
data_stores.columns
Out[ ]:
Index(['store_nbr', 'city', 'state', 'type', 'cluster'], dtype='object')
In [ ]:
data_train.columns
Out[ ]:
Index(['id', 'date', 'store_nbr', 'family', 'sales', 'onpromotion'], dtype='object')
In [ ]:
data_transactions.columns
Out[ ]:
Index(['date', 'store_nbr', 'transactions'], dtype='object')

Mesclando as tabelas:

In [ ]:
# Assegurando que 'date' está em formato datetime nos DataFrames relevantes
data_train['date'] = pd.to_datetime(data_train['date'])
data_oil['date'] = pd.to_datetime(data_oil['date'])
data_holidays_events['date'] = pd.to_datetime(data_holidays_events['date'])
data_transactions['date'] = pd.to_datetime(data_transactions['date'])

# Mesclar data_train com data_stores
data_merged_train = pd.merge(data_train, data_stores, on='store_nbr', how='left')

# Mesclar o resultado anterior com data_transactions
data_merged_train = pd.merge(data_merged_train, data_transactions, on=['store_nbr', 'date'], how='left')

# Mesclar o resultado anterior com data_holidays_events
data_merged_train = pd.merge(data_merged_train, data_holidays_events, on='date', how='left', suffixes=('', '_holiday'))

# Mesclar o resultado final com data_oil
data_merged_train = pd.merge(data_merged_train, data_oil, on='date', how='left')

# Verificando os resultados finais
print(tabulate(data_merged_train.head(10), headers='keys', tablefmt='grid'))

+----+------+---------------------+-------------+--------------+---------+---------------+--------+-----------+--------+-----------+----------------+----------------+----------+---------------+--------------------+---------------+--------------+
|    |   id | date                |   store_nbr | family       |   sales |   onpromotion | city   | state     | type   |   cluster |   transactions | type_holiday   | locale   | locale_name   | description        | transferred   |   dcoilwtico |
+====+======+=====================+=============+==============+=========+===============+========+===========+========+===========+================+================+==========+===============+====================+===============+==============+
|  0 |    0 | 2013-01-01 00:00:00 |           1 | AUTOMOTIVE   |       0 |             0 | Quito  | Pichincha | D      |        13 |            nan | Holiday        | National | Ecuador       | Primer dia del ano | False         |        93.14 |
+----+------+---------------------+-------------+--------------+---------+---------------+--------+-----------+--------+-----------+----------------+----------------+----------+---------------+--------------------+---------------+--------------+
|  1 |    1 | 2013-01-01 00:00:00 |           1 | BABY CARE    |       0 |             0 | Quito  | Pichincha | D      |        13 |            nan | Holiday        | National | Ecuador       | Primer dia del ano | False         |        93.14 |
+----+------+---------------------+-------------+--------------+---------+---------------+--------+-----------+--------+-----------+----------------+----------------+----------+---------------+--------------------+---------------+--------------+
|  2 |    2 | 2013-01-01 00:00:00 |           1 | BEAUTY       |       0 |             0 | Quito  | Pichincha | D      |        13 |            nan | Holiday        | National | Ecuador       | Primer dia del ano | False         |        93.14 |
+----+------+---------------------+-------------+--------------+---------+---------------+--------+-----------+--------+-----------+----------------+----------------+----------+---------------+--------------------+---------------+--------------+
|  3 |    3 | 2013-01-01 00:00:00 |           1 | BEVERAGES    |       0 |             0 | Quito  | Pichincha | D      |        13 |            nan | Holiday        | National | Ecuador       | Primer dia del ano | False         |        93.14 |
+----+------+---------------------+-------------+--------------+---------+---------------+--------+-----------+--------+-----------+----------------+----------------+----------+---------------+--------------------+---------------+--------------+
|  4 |    4 | 2013-01-01 00:00:00 |           1 | BOOKS        |       0 |             0 | Quito  | Pichincha | D      |        13 |            nan | Holiday        | National | Ecuador       | Primer dia del ano | False         |        93.14 |
+----+------+---------------------+-------------+--------------+---------+---------------+--------+-----------+--------+-----------+----------------+----------------+----------+---------------+--------------------+---------------+--------------+
|  5 |    5 | 2013-01-01 00:00:00 |           1 | BREAD/BAKERY |       0 |             0 | Quito  | Pichincha | D      |        13 |            nan | Holiday        | National | Ecuador       | Primer dia del ano | False         |        93.14 |
+----+------+---------------------+-------------+--------------+---------+---------------+--------+-----------+--------+-----------+----------------+----------------+----------+---------------+--------------------+---------------+--------------+
|  6 |    6 | 2013-01-01 00:00:00 |           1 | CELEBRATION  |       0 |             0 | Quito  | Pichincha | D      |        13 |            nan | Holiday        | National | Ecuador       | Primer dia del ano | False         |        93.14 |
+----+------+---------------------+-------------+--------------+---------+---------------+--------+-----------+--------+-----------+----------------+----------------+----------+---------------+--------------------+---------------+--------------+
|  7 |    7 | 2013-01-01 00:00:00 |           1 | CLEANING     |       0 |             0 | Quito  | Pichincha | D      |        13 |            nan | Holiday        | National | Ecuador       | Primer dia del ano | False         |        93.14 |
+----+------+---------------------+-------------+--------------+---------+---------------+--------+-----------+--------+-----------+----------------+----------------+----------+---------------+--------------------+---------------+--------------+
|  8 |    8 | 2013-01-01 00:00:00 |           1 | DAIRY        |       0 |             0 | Quito  | Pichincha | D      |        13 |            nan | Holiday        | National | Ecuador       | Primer dia del ano | False         |        93.14 |
+----+------+---------------------+-------------+--------------+---------+---------------+--------+-----------+--------+-----------+----------------+----------------+----------+---------------+--------------------+---------------+--------------+
|  9 |    9 | 2013-01-01 00:00:00 |           1 | DELI         |       0 |             0 | Quito  | Pichincha | D      |        13 |            nan | Holiday        | National | Ecuador       | Primer dia del ano | False         |        93.14 |
+----+------+---------------------+-------------+--------------+---------+---------------+--------+-----------+--------+-----------+----------------+----------------+----------+---------------+--------------------+---------------+--------------+
In [ ]:
# Assegurando que 'date' está em formato datetime no DataFrame data_train
data_merged_train['date'] = pd.to_datetime(data_merged_train['date'])

# Definir o intervalo de datas baseado nas datas mínima e máxima no data_train
start_date = data_merged_train['date'].min()
end_date = data_merged_train['date'].max()

# Criar uma série de todas as datas dentro do intervalo
all_dates = pd.date_range(start=start_date, end=end_date, freq='D')

# Encontrar as datas que estão no intervalo, mas faltando em data_train
missing_dates = all_dates.difference(data_merged_train['date'])

# Exibir as datas faltantes
print("Datas faltantes em data_train:")
print(missing_dates)

Datas faltantes em data_train:
DatetimeIndex(['2013-12-25', '2014-12-25', '2015-12-25', '2016-12-25'], dtype='datetime64[ns]', freq=None)
In [ ]:
data_2017.columns
Out[ ]:
Index(['id', 'store_nbr', 'family', 'sales', 'onpromotion'], dtype='object')
In [ ]:
specific_date = data_merged_train[data_merged_train['date'] == '2013-01-02']

# Imprimir a linha para a data especificada
print(specific_date)

        id       date  store_nbr                      family     sales  \
1782  1782 2013-01-02          1                  AUTOMOTIVE     2.000   
1783  1783 2013-01-02          1                   BABY CARE     0.000   
1784  1784 2013-01-02          1                      BEAUTY     2.000   
1785  1785 2013-01-02          1                   BEVERAGES  1091.000   
1786  1786 2013-01-02          1                       BOOKS     0.000   
...    ...        ...        ...                         ...       ...   
3559  3559 2013-01-02          9                     POULTRY   651.292   
3560  3560 2013-01-02          9              PREPARED FOODS    83.000   
3561  3561 2013-01-02          9                     PRODUCE     0.000   
3562  3562 2013-01-02          9  SCHOOL AND OFFICE SUPPLIES     0.000   
3563  3563 2013-01-02          9                     SEAFOOD    29.214   

      onpromotion   city      state type  cluster  transactions type_holiday  \
1782            0  Quito  Pichincha    D       13        2111.0          NaN   
1783            0  Quito  Pichincha    D       13        2111.0          NaN   
1784            0  Quito  Pichincha    D       13        2111.0          NaN   
1785            0  Quito  Pichincha    D       13        2111.0          NaN   
1786            0  Quito  Pichincha    D       13        2111.0          NaN   
...           ...    ...        ...  ...      ...           ...          ...   
3559            0  Quito  Pichincha    B        6        2940.0          NaN   
3560            0  Quito  Pichincha    B        6        2940.0          NaN   
3561            0  Quito  Pichincha    B        6        2940.0          NaN   
3562            0  Quito  Pichincha    B        6        2940.0          NaN   
3563            0  Quito  Pichincha    B        6        2940.0          NaN   

     locale locale_name description transferred  dcoilwtico  
1782    NaN         NaN         NaN         NaN       93.14  
1783    NaN         NaN         NaN         NaN       93.14  
1784    NaN         NaN         NaN         NaN       93.14  
1785    NaN         NaN         NaN         NaN       93.14  
1786    NaN         NaN         NaN         NaN       93.14  
...     ...         ...         ...         ...         ...  
3559    NaN         NaN         NaN         NaN       93.14  
3560    NaN         NaN         NaN         NaN       93.14  
3561    NaN         NaN         NaN         NaN       93.14  
3562    NaN         NaN         NaN         NaN       93.14  
3563    NaN         NaN         NaN         NaN       93.14  

[1782 rows x 17 columns]
In [ ]:
# Visualizando as cinco primeiras linhas do conjunto de dados mesclado
print(tabulate(data_merged_train.head(), headers='keys', tablefmt='psql'))

+----+------+---------------------+-------------+------------+---------+---------------+--------+-----------+--------+-----------+----------------+----------------+----------+---------------+--------------------+---------------+--------------+
|    |   id | date                |   store_nbr | family     |   sales |   onpromotion | city   | state     | type   |   cluster |   transactions | type_holiday   | locale   | locale_name   | description        | transferred   |   dcoilwtico |
|----+------+---------------------+-------------+------------+---------+---------------+--------+-----------+--------+-----------+----------------+----------------+----------+---------------+--------------------+---------------+--------------|
|  0 |    0 | 2013-01-01 00:00:00 |           1 | AUTOMOTIVE |       0 |             0 | Quito  | Pichincha | D      |        13 |            nan | Holiday        | National | Ecuador       | Primer dia del ano | False         |          nan |
|  1 |    1 | 2013-01-01 00:00:00 |           1 | BABY CARE  |       0 |             0 | Quito  | Pichincha | D      |        13 |            nan | Holiday        | National | Ecuador       | Primer dia del ano | False         |          nan |
|  2 |    2 | 2013-01-01 00:00:00 |           1 | BEAUTY     |       0 |             0 | Quito  | Pichincha | D      |        13 |            nan | Holiday        | National | Ecuador       | Primer dia del ano | False         |          nan |
|  3 |    3 | 2013-01-01 00:00:00 |           1 | BEVERAGES  |       0 |             0 | Quito  | Pichincha | D      |        13 |            nan | Holiday        | National | Ecuador       | Primer dia del ano | False         |          nan |
|  4 |    4 | 2013-01-01 00:00:00 |           1 | BOOKS      |       0 |             0 | Quito  | Pichincha | D      |        13 |            nan | Holiday        | National | Ecuador       | Primer dia del ano | False         |          nan |
+----+------+---------------------+-------------+------------+---------+---------------+--------+-----------+--------+-----------+----------------+----------------+----------+---------------+--------------------+---------------+--------------+
In [ ]:
# Verificando valores ausentes/faltantes nos conjuntos de dados
datasets = {'train merged': data_merged_train, 'train': data_train, 'test': data_test, 'holiday events': data_holidays_events, 'oil': data_oil, 'stores': data_stores, 'transactions': data_transactions, }

def show_missing_values(datasets):
    for name, data in datasets.items():
        print(f"Missing values in the {name.capitalize()} dataset:")
        print(data.isnull().sum())
        print('===' * 18)
        print()

show_missing_values(datasets)

Missing values in the Train merged dataset:
id                    0
date                  0
store_nbr             0
family                0
sales                 0
onpromotion           0
city                  0
state                 0
type                  0
cluster               0
transactions     249117
type_holiday    2551824
locale          2551824
locale_name     2551824
description     2551824
transferred     2551824
dcoilwtico       955152
dtype: int64
======================================================

Missing values in the Train dataset:
id             0
date           0
store_nbr      0
family         0
sales          0
onpromotion    0
dtype: int64
======================================================

Missing values in the Test dataset:
id             0
date           0
store_nbr      0
family         0
onpromotion    0
dtype: int64
======================================================

Missing values in the Holiday events dataset:
date           0
type           0
locale         0
locale_name    0
description    0
transferred    0
dtype: int64
======================================================

Missing values in the Oil dataset:
date           0
dcoilwtico    43
dtype: int64
======================================================

Missing values in the Stores dataset:
store_nbr    0
city         0
state        0
type         0
cluster      0
dtype: int64
======================================================

Missing values in the Transactions dataset:
date            0
store_nbr       0
transactions    0
dtype: int64
======================================================

TERCEIRO PASSO: PREPARAÇÃO DOS DADOS (LIMPEZA, TRATAMENTO DE VALORES FALTANTES, ETC)

In [ ]:
data_merged_train. columns
Out[ ]:
Index(['id', 'date', 'store_nbr', 'family', 'sales', 'onpromotion', 'city',
       'state', 'type', 'cluster', 'transactions', 'type_holiday', 'locale',
       'locale_name', 'description', 'transferred', 'dcoilwtico'],
      dtype='object')
In [ ]:
# Removendo colunas específicas do DataFrame data_merged_train
# Não vou descatar 'store_nbr' agora porque ela é essencial para as proximas análises. 
#data_merged_train = data_merged_train.drop(columns=['family', 'id', 'locale_name', 'description'])

# Verificando o DataFrame após a remoção das colunas
#print(data_merged_train.head())

Questiona-se: as promoções aumentam as vendas?

In [ ]:
# Assegurando que 'date' está em formato datetime
data_merged_train['date'] = pd.to_datetime(data_merged_train['date'])

# Filtrar as linhas onde 'onpromotion' não é nulo
data_promotions = data_merged_train[data_merged_train['onpromotion'].notna()]


# Gráfico 1: Vendas Diárias em Dias de Promoção
# Filtrar as linhas onde 'onpromotion' não é nulo

# Agrupar por data e somar as vendas


# Agrupar por data e somar as vendas
daily_sales_promotions = data_promotions.groupby('date')['sales'].sum()


# Criar o gráfico
plt.figure(figsize=(12, 6))
plt.plot(daily_sales_promotions.index, daily_sales_promotions, label='Sales on Promotion Days', color='blue', marker='', linewidth=0.7)

# Adicionar título e rótulos
plt.title('Daily Sales on Promotion Days', fontsize=14)
plt.xlabel('Date', fontsize=12)
plt.ylabel('Total Sales', fontsize=12)

# Adicionar legenda
plt.legend()

# Mostrar grade
plt.grid(True)

# Ajustar layout
plt.tight_layout()

# Mostrar o gráfico
plt.show()
No description has been provided for this image
In [ ]:
# Assegurando que 'date' está em formato datetime
data_merged_train['date'] = pd.to_datetime(data_merged_train['date'])

# Configurar a figura para o gráfico
plt.figure(figsize=(50, 20))

# Obter uma paleta de cores
colors = plt.cm.viridis(np.linspace(0, 1, len(data_merged_train['store_nbr'].unique())))

# Criar um mapeamento de cores para cada store_nbr
color_map = {store_nbr: color for store_nbr, color in zip(sorted(data_merged_train['store_nbr'].unique()), colors)}

# Iterar sobre cada loja única
for idx, store_nbr in enumerate(sorted(data_merged_train['store_nbr'].unique())):
    # Filtrar os dados para cada loja
    store_sales = data_merged_train[data_merged_train['store_nbr'] == store_nbr]
    
    # Agrupar por mês e somar as vendas
    monthly_sales = store_sales.groupby(pd.Grouper(key='date', freq='MS'))['sales'].sum()
    
    # Plotar as vendas mensais para cada loja
    plt.plot(monthly_sales.index, monthly_sales, marker='o', linewidth=4, alpha=0.7, label=f'Store {store_nbr}', color=colors[idx])

# Adicionar títulos e rótulos
plt.title("Monthly Sales for All Stores", fontsize=40)
plt.xlabel("Month", fontsize=40)
plt.ylabel("Sales", fontsize=40)
plt.xticks(fontsize=30, rotation=45)
plt.yticks(fontsize=30)

# Configurar o grid
plt.grid(True)

# Adicionar legenda abaixo do gráfico
plt.legend(title='Store Number', fontsize=20, loc='upper center', bbox_to_anchor=(0.5, -0.1), fancybox=True, shadow=True, ncol=len(data_merged_train['store_nbr'].unique())//3)

# Ajustar automaticamente os subplots para dar espaço aos rótulos
plt.tight_layout()

# Mostrar o gráfico
plt.show()
No description has been provided for this image
In [ ]:
# Assegurando que 'date' está em formato datetime
data_merged_train['date'] = pd.to_datetime(data_merged_train['date'])

# Configurar a figura para o gráfico
plt.figure(figsize=(50, 20))

# Usar periodo de um ano completo, pode ser 2014
data_2014 = data_merged_train[data_merged_train['date'].dt.year == 2014]

# Gráfico 1: Vendas Diárias em Dias de Promoção
# Filtrar as linhas onde 'onpromotion' não é nulo
data_promotions = data_merged_train[data_merged_train['onpromotion'].notna()]
# Agrupar por data e somar as vendas
daily_sales_promotions = data_promotions.groupby('date')['sales'].sum()
# Plotar vendas em dias de promoção
plt.plot(daily_sales_promotions.index, daily_sales_promotions, label='Sales on Promotion Days', color='black', marker='o', linewidth=2)

# Gráfico 2: Vendas Mensais por Loja
# Obter uma paleta de cores
colors = plt.cm.viridis(np.linspace(0, 1, len(data_merged_train['store_nbr'].unique())))
# Iterar sobre cada loja única
for idx, store_nbr in enumerate(sorted(data_merged_train['store_nbr'].unique())):
    store_sales = data_merged_train[data_merged_train['store_nbr'] == store_nbr]
    monthly_sales = store_sales.groupby(pd.Grouper(key='date', freq='MS'))['sales'].sum()
    plt.plot(monthly_sales.index, monthly_sales, marker='', linewidth=4, alpha=0.7, label=f'Store {store_nbr}', linestyle='--', color=colors[idx])

# Adicionar títulos e rótulos
plt.title("Sales Analysis: Promotion Days and Monthly Sales by Store", fontsize=40)
plt.xlabel("Date", fontsize=40)
plt.ylabel("Sales", fontsize=40)
plt.xticks(fontsize=30, rotation=45)
plt.yticks(fontsize=30)

# Configurar o grid
plt.grid(True)

# Configurar legenda abaixo do gráfico
#plt.legend(title='subtitle', fontsize=20, loc='upper center', bbox_to_anchor=(0.5, -0.1), ncol=4, fancybox=True, shadow=True)

# Adicionar legenda abaixo do gráfico
plt.legend(title='Store Number', fontsize=20, loc='upper center', bbox_to_anchor=(0.5, -0.1), fancybox=True, shadow=True, ncol=len(data_2014['store_nbr'].unique())//3)


# Ajustar o layout
plt.tight_layout()

# Mostrar o gráfico
plt.show()
No description has been provided for this image

Graficamente, percebe-se que possa existir uma correlação significativa entre vendas e promocões.

In [ ]:
# Calcular a correlação entre vendas e transações
corr_sales_onpromo = data_merged_train[ 'sales' ].corr(data_merged_train[ 'onpromotion' ]) 

# Imprime o coeficiente de correlação 
print ( "Correlation between Sales and Onpromotion:" , corr_sales_onpromo)

Correlation between Sales and Onpromotion: 0.42824106651926214
In [ ]:
# Certificando-se de que as colunas 'sales' e 'onpromotion' estão em formatos apropriados e não contêm valores NaN
data_merged_train.dropna(subset=['sales', 'onpromotion'], inplace=True)

# Calcular a correlação entre vendas e preços do petróleo
corr_sales_onpromo = data_merged_train['sales'].corr(data_merged_train['onpromotion'])

# Criar um scatter plot das vendas versus preços do petróleo
plt.figure(figsize=(12, 6))
plt.scatter(data_merged_train['onpromotion'], data_merged_train['sales'], alpha=0.5)

# Adicionar títulos e rótulos
plt.title(f'Correlation between Sales and Onpromotion: {corr_sales_onpromo:.2f}', fontsize=14)
plt.xlabel('Onpromotion')
plt.ylabel('Sales')
plt.grid(True)

# Mostrar o gráfico
plt.tight_layout()
plt.show()

# Imprime o coeficiente de correlação
print("Correlation between Sales and Onpromotion:", corr_sales_onpromo)
No description has been provided for this image 
Correlation between Sales and Onpromotion: 0.42824106651926214

A promoção tem uma relação causal com as vendas, confirmando a sua importância para a análise.

In [ ]:
# Certifique-se de que 'date' está no formato datetime, se ainda não estiver
data_merged_train['date'] = pd.to_datetime(data_merged_train['date'])

# Filtrar as linhas onde 'onpromotion' não é nulo
data_on_promotion = data_merged_train[data_merged_train['onpromotion'].notna()]

# Encontrar a última data de 'onpromotion'
last_date_onpromotion = data_on_promotion['date'].max()

# Imprimir a última data de 'onpromotion'
print("The last date of 'onpromotion' in data_merged_train is:", last_date_onpromotion)

The last date of 'onpromotion' in data_merged_train is: 2017-08-15 00:00:00
In [ ]:
# Certificando-se de que as colunas 'sales' e 'transactions' estão em formatos apropriados e não contêm valores NaN
data_merged_train.dropna(subset=['sales', 'transactions'], inplace=True)

# Calcular a correlação entre vendas e preços do petróleo
corr_sales_transa = data_merged_train['sales'].corr(data_merged_train['transactions'])

# Criar um scatter plot das vendas versus preços do petróleo
plt.figure(figsize=(12, 6))
plt.scatter(data_merged_train['transactions'], data_merged_train['sales'], alpha=0.5)

# Adicionar títulos e rótulos
plt.title(f'Correlation between Sales and Transactions: {corr_sales_transa:.2f}', fontsize=14)
plt.xlabel('Transactions')
plt.ylabel('Sales')
plt.grid(True)

# Mostrar o gráfico
plt.tight_layout()
plt.show()

# Imprime o coeficiente de correlação
print("Correlation between Sales and Transactions:", corr_sales_transa)
No description has been provided for this image 
Correlation between Sales and Transactions: 0.2148481960085678
In [ ]:
# Assegurando que 'date' está em formato datetime
data_merged_train['date'] = pd.to_datetime(data_merged_train['date'])

# Agrupar por 'store_nbr' e somar as transações
store_transactions = data_merged_train.groupby('store_nbr')['transactions'].sum()

# Obter uma paleta de cores
colors = plt.cm.viridis(np.linspace(0, 1, len(data_merged_train['store_nbr'].unique())))

# Criar um mapeamento de cores para cada store_nbr
color_map = {store_nbr: color for store_nbr, color in zip(sorted(data_merged_train['store_nbr'].unique()), colors)}

# Criar um histograma das transações por loja
plt.figure(figsize=(12, 6))  # Ajusta o tamanho da figura
store_transactions.plot(kind='bar', color=[color_map[x] for x in store_transactions.index])  # Aplica a cor correspondente a cada loja

# Adicionar títulos e rótulos
plt.title('Quantidade de Transações por Loja')
plt.xlabel('store_nbr')
plt.ylabel('Quantidade Total de Transações')
plt.xticks(rotation=45)  # Rotação das etiquetas do eixo x para melhor visualização

# Mostrar o gráfico
plt.grid(True)  # Adiciona uma grade para melhor visualização
plt.tight_layout()  # Ajusta automaticamente os subplots para dar espaço aos rótulos
plt.show()
No description has been provided for this image

O coeficiente de correlação entre transações e vendas é de aproximadamente 0,2. Isso indica uma correlação positiva entre essas duas variáveis. Uma correlação positiva significa que à medida que o número de transações aumenta, as vendas também tendem a aumentar. Contudo, o coeficiente de correlação de 0,2 sugere que a relação entre transações e vendas não é muito forte.

Checando valores faltantes nos conjuntos de dados:

In [ ]:
def check_missing_dates(data, dataframe_name):
    if 'date' in data.columns:
        # Garantir que 'date' está como datetime
        data['date'] = pd.to_datetime(data['date'])

        # Obter a primeira e a última data do DataFrame
        start_date = data['date'].min()
        end_date = data['date'].max()

        # Gerar todas as datas esperadas entre a primeira e a última data
        expected_dates = pd.date_range(start=start_date, end=end_date)

        # Verificar se todas essas datas estão presentes na coluna 'date'
        missing_dates = expected_dates[~expected_dates.isin(data['date'])]

        # Formatar datas para "AAAA-MM-DD"
        formatted_missing_dates = missing_dates.strftime('%Y-%m-%d')

        # Imprimir o resultado da verificação
        if len(formatted_missing_dates) == 0:
            print(f"{dataframe_name} is complete. It includes all the required dates.")
        else:
            print(f"{dataframe_name} is incomplete. The following dates are missing:")
            print(formatted_missing_dates)

        # Imprimir as datas de início e término formatadas
        print("Start Date:", start_date.strftime('%Y-%m-%d'))
        print("End Date:", end_date.strftime('%Y-%m-%d'))
        print("\n")  # Para melhor visualização entre os resultados
    else:
        print(f"{dataframe_name} does not contain 'date' column.")

# Aplicando a função aos diferentes DataFrames
check_missing_dates(data_merged_train, 'Data Merged Train')
check_missing_dates(data_test, 'Data Test')
check_missing_dates(data_train, 'Data Train')
check_missing_dates(data_oil, 'Data Oil')
check_missing_dates(data_holidays_events, 'Data Holidays Events')
check_missing_dates(data_transactions, 'Data Transactions')

Data Merged Train is incomplete. The following dates are missing:
Index(['2013-12-25', '2014-12-25', '2015-12-25', '2016-12-25'], dtype='object')
Start Date: 2013-01-01
End Date: 2017-08-15


Data Test is complete. It includes all the required dates.
Start Date: 2017-08-16
End Date: 2017-08-31


Data Train is incomplete. The following dates are missing:
Index(['2013-12-25', '2014-12-25', '2015-12-25', '2016-12-25'], dtype='object')
Start Date: 2013-01-01
End Date: 2017-08-15


Data Oil is incomplete. The following dates are missing:
Index(['2013-01-05', '2013-01-06', '2013-01-12', '2013-01-13', '2013-01-19',
       '2013-01-20', '2013-01-26', '2013-01-27', '2013-02-02', '2013-02-03',
       ...
       '2017-07-29', '2017-07-30', '2017-08-05', '2017-08-06', '2017-08-12',
       '2017-08-13', '2017-08-19', '2017-08-20', '2017-08-26', '2017-08-27'],
      dtype='object', length=486)
Start Date: 2013-01-01
End Date: 2017-08-31


Data Holidays Events is incomplete. The following dates are missing:
Index(['2012-03-03', '2012-03-04', '2012-03-05', '2012-03-06', '2012-03-07',
       '2012-03-08', '2012-03-09', '2012-03-10', '2012-03-11', '2012-03-12',
       ...
       '2017-12-11', '2017-12-12', '2017-12-13', '2017-12-14', '2017-12-15',
       '2017-12-16', '2017-12-17', '2017-12-18', '2017-12-19', '2017-12-20'],
      dtype='object', length=1814)
Start Date: 2012-03-02
End Date: 2017-12-26


Data Transactions is incomplete. The following dates are missing:
Index(['2013-12-25', '2014-12-25', '2015-12-25', '2016-01-01', '2016-01-03',
       '2016-12-25'],
      dtype='object')
Start Date: 2013-01-01
End Date: 2017-08-15

Tratando valores faltantes em data_oil:

In [ ]:
# Certifique-se de que a coluna 'date' é do tipo datetime
data_oil['date'] = pd.to_datetime(data_oil['date'])

# Converter 'dcoilwtico' para numérico, assumindo que pode haver strings ou valores não numéricos
data_oil['dcoilwtico'] = pd.to_numeric(data_oil['dcoilwtico'], errors='coerce')

# Criar um gráfico de linha para visualizar a tendência dos preços do petróleo
plt.figure(figsize=(15, 5))  # Define o tamanho do gráfico
plt.plot(data_oil['date'], data_oil['dcoilwtico'], label='Preço do Petróleo', linewidth=1, color='blue')  # Plota a linha dos preços do petróleo

# Formatação do gráfico
plt.title('Tendência dos Preços do Petróleo ao Longo do Tempo')  # Título do gráfico
plt.xlabel('Data')  # Rótulo do eixo X
plt.ylabel('Preço do Petróleo')  # Rótulo do eixo Y
plt.legend()  # Adiciona uma legenda

# Configuração do formato da data no eixo X
plt.gca().xaxis.set_major_locator(mdates.AutoDateLocator())  # Localizador automático de datas
plt.gca().xaxis.set_major_formatter(mdates.DateFormatter('%Y-%m-%d'))  # Formato de data

# Melhora a apresentação das datas no eixo X
plt.gcf().autofmt_xdate()

plt.grid(True)
No description has been provided for this image
In [ ]:
def print_interpolated_data(oil):
    '''Imprime os dados interpolados do DataFrame de preços do petróleo'''

    # Converte a coluna 'date' para datetime, caso não seja
    oil['date'] = pd.to_datetime(oil['date'])
    
    # Cria uma cópia dos dados para aplicar interpolação
    oil_interpolated = oil.copy()
    oil_interpolated['dcoilwtico'] = oil_interpolated['dcoilwtico'].interpolate(method='spline', order=3)
    
    # Identifica onde os dados foram interpolados
    interpolated_indices = oil['dcoilwtico'].isna()
    
    # Extrai apenas os dados interpolados
    interpolated_data = oil_interpolated.loc[interpolated_indices, ['date', 'dcoilwtico']]
    
    # Imprime os dados interpolados
    print("Dados interpolados:")
    print(interpolated_data)

# Suponha que 'data_oil' é o DataFrame carregado
# Chama a função para imprimir dados interpolados
print_interpolated_data(data_oil)

Dados interpolados:
           date  dcoilwtico
0    2013-01-01         NaN
14   2013-01-21   95.124896
34   2013-02-18   95.293644
63   2013-03-29   96.324231
104  2013-05-27   93.153277
132  2013-07-04  101.537257
174  2013-09-02  108.919547
237  2013-11-28   94.543229
256  2013-12-25   99.053917
261  2014-01-01   96.371676
274  2014-01-20   94.386066
294  2014-02-17  101.850037
338  2014-04-18  103.028830
364  2014-05-26  103.753237
393  2014-07-04  104.244458
434  2014-09-01   94.725525
497  2014-11-27   70.689643
517  2014-12-25   55.299736
522  2015-01-01   51.551130
534  2015-01-19   46.473652
554  2015-02-16   52.014177
588  2015-04-03   50.021587
624  2015-05-25   58.874813
653  2015-07-03   55.617774
699  2015-09-07   46.206770
757  2015-11-26   40.747730
778  2015-12-25   37.072154
783  2016-01-01   36.422764
794  2016-01-18   28.634587
814  2016-02-15   28.605137
843  2016-03-25   37.327774
889  2016-05-30   49.302490
914  2016-07-04   47.352454
959  2016-09-05   44.912326
1017 2016-11-24   47.200818
1039 2016-12-26   52.694803
1044 2017-01-02   52.879820
1054 2017-01-16   52.517142
1079 2017-02-20   54.205389
1118 2017-04-14   52.603523
1149 2017-05-29   49.264044
1174 2017-07-03   44.132260
1175 2017-07-04   44.274305
In [ ]:
#O primeiro termo da serie histórica ainda contionua como dado faltante, assim, utilizei a ténica backward fill que preenche o dado usando o próximo valor válido na sequência. 
#Preencher o primeiro valor NaN usando backward fill
data_oil['dcoilwtico'] = data_oil['dcoilwtico'].bfill()

# Após preencher, você pode imprimir o primeiro valor para confirmar o preenchimento
first_filled_value = data_oil['dcoilwtico'].iloc[0]
print("O primeiro valor da série temporal é:", first_filled_value)

# Depois de garantir que o primeiro valor não é mais NaN, pode-se aplicar outras técnicas de preenchimento ou interpolação
data_oil['dcoilwtico'] = data_oil['dcoilwtico'].ffill()  # Forward fill para os demais valores faltantes, se necessário

O primeiro valor da série temporal é: 93.14
In [ ]:
data_oil.head(5)
Out[ ]:
date dcoilwtico
0 2013-01-01 93.14
1 2013-01-02 93.14
2 2013-01-03 92.97
3 2013-01-04 93.12
4 2013-01-07 93.20
In [ ]:
# Usar métodos específicos para forward fill e backward fill
data_oil['dcoilwtico'] = data_oil['dcoilwtico'].ffill()
data_oil['dcoilwtico'] = data_oil['dcoilwtico'].bfill()

plt.figure(figsize=(15, 5))
plt.plot(data_oil['date'], data_oil['dcoilwtico'], label='Preço do Petróleo Bruto', linewidth=1, color='blue')
plt.xlabel('Data')
plt.ylabel('Preço do Petróleo Bruto')
plt.title('Série Temporal do Preço do Petróleo Bruto')
plt.legend()
plt.grid(True)

 # Configura o localizador e o formatador das principais marcas do eixo x
plt.gca().xaxis.set_major_locator(mdates.AutoDateLocator())
plt.gca().xaxis.set_major_formatter(mdates.DateFormatter('%Y-%m-%d'))
    
# Melhora a aparência das datas no eixo x
plt.gcf().autofmt_xdate()
    
plt.show()
No description has been provided for this image
In [ ]:
# Certificando-se de que as colunas 'sales' e 'dcoilwtico' estão em formatos apropriados e não contêm valores NaN
data_merged_train.dropna(subset=['sales', 'dcoilwtico'], inplace=True)

# Calcular a correlação entre vendas e preços do petróleo
corr_sales_oil = data_merged_train['sales'].corr(data_merged_train['dcoilwtico'])

# Criar um scatter plot das vendas versus preços do petróleo
plt.figure(figsize=(12, 6))
plt.scatter(data_merged_train['dcoilwtico'], data_merged_train['sales'], alpha=0.5)

# Adicionar títulos e rótulos
plt.title(f'Correlation between Sales and Oil Prices: {corr_sales_oil:.2f}', fontsize=14)
plt.xlabel('Oil Prices (USD)')
plt.ylabel('Sales')
plt.grid(True)

# Mostrar o gráfico
plt.tight_layout()
plt.show()

# Imprime o coeficiente de correlação
print("Correlation between Sales and Oil Prices:", corr_sales_oil)
No description has been provided for this image 
Correlation between Sales and Oil Prices: -0.06586266360246411

Correlacão entre "sales" e "dcoilwtico" não é relevante a ponto de justificsar a presença de "dcoilwtico".

Preenchendo datas faltantes em data_merged_train e data_train. Para tanto, já vou selecionar as colunas relevantes.

In [ ]:
data_merged_train.columns
Out[ ]:
Index(['id', 'date', 'store_nbr', 'family', 'sales', 'onpromotion', 'city',
       'state', 'type', 'cluster', 'transactions', 'type_holiday', 'locale',
       'locale_name', 'description', 'transferred', 'dcoilwtico'],
      dtype='object')
In [ ]:
# Verificar dados faltantes em data_merged_train
missing_data = data_merged_train.isnull().sum()

# Exibir colunas com dados faltantes e o número de valores faltantes em cada uma
missing_data = missing_data[missing_data > 0]
print("Colunas com dados faltantes em data_merged_train:")
print(missing_data)

Colunas com dados faltantes em data_merged_train:
Series([], dtype: int64)

QUARTO PASSO: ANÁLISE EXPLORATÓRIA DE DADOS (EDA)

In [ ]:
# Assegurando que 'date' está em formato datetime
data_merged_train['date'] = pd.to_datetime(data_merged_train['date'])

# Agrupar por 'store_nbr' e somar as vendas
store_sales = data_merged_train.groupby('store_nbr')['sales'].sum()

# Obter uma paleta de cores
colors = plt.cm.viridis(np.linspace(0, 1, len(data_merged_train['store_nbr'].unique())))

# Criar um mapeamento de cores para cada store_nbr
color_map = {store_nbr: color for store_nbr, color in zip(sorted(data_merged_train['store_nbr'].unique()), colors)}

# Criar um histograma das vendas por loja
plt.figure(figsize=(12, 6))  # Ajusta o tamanho da figura
store_sales.plot(kind='bar', color=[color_map[x] for x in store_sales.index])  # Aplica a cor correspondente a cada loja

# Adicionar títulos e rótulos
plt.title('Quantidade de Vendas por Loja')
plt.xlabel('store_nbr')
plt.ylabel('Sales')
plt.xticks(rotation=45)  # Rotação das etiquetas do eixo x para melhor visualização

# Mostrar o gráfico
plt.grid(True)  # Adiciona uma grade para melhor visualização
plt.tight_layout()  # Ajusta automaticamente os subplots para dar espaço aos rótulos
plt.show()
No description has been provided for this image

Verificando consistencia de valores:

In [ ]:
# Convertendo a coluna 'date' para datetime se ainda não foi convertida
data_train['date'] = pd.to_datetime(data_train['date'])

# Agrupar os dados por 'store_nbr' e calcular a soma de 'sales'
total_sales_per_store = data_train.groupby('store_nbr')['sales'].sum()

# Imprimir o resultado
print("Total de vendas por loja:")
print(total_sales_per_store)

Total de vendas por loja:
store_nbr
1     1.414501e+07
2     2.155739e+07
3     5.048191e+07
4     1.890970e+07
5     1.559240e+07
6     2.518368e+07
7     2.695205e+07
8     3.049429e+07
9     2.640944e+07
10    9.613906e+06
11    2.832556e+07
12    1.065922e+07
13    1.052305e+07
14    1.138792e+07
15    1.145127e+07
16    1.098641e+07
17    1.803097e+07
18    1.325938e+07
19    1.304951e+07
20    1.292095e+07
21    9.255506e+06
22    4.090202e+06
23    1.165138e+07
24    2.376773e+07
25    1.142100e+07
26    7.755122e+06
27    1.918802e+07
28    1.838315e+07
29    9.725158e+06
30    7.382074e+06
31    1.774687e+07
32    5.951796e+06
33    1.417850e+07
34    1.709073e+07
35    7.676679e+06
36    1.532243e+07
37    1.997064e+07
38    1.886000e+07
39    2.025219e+07
40    1.839576e+07
41    1.499104e+07
42    8.945768e+06
43    1.639169e+07
44    6.208755e+07
45    5.449801e+07
46    4.189606e+07
47    5.094831e+07
48    3.593313e+07
49    4.342010e+07
50    2.865302e+07
51    3.291149e+07
52    2.696170e+06
53    1.121617e+07
54    1.105748e+07
Name: sales, dtype: float64

Confirmando: correto.

In [ ]:
# Assegurando que 'date' está em formato datetime
data_merged_train['date'] = pd.to_datetime(data_merged_train['date'])

# Definindo o intervalo de datas
start_date = "2013-01-01"
end_date_2017 = "2017-07-31"  # Novo ponto final para 2017
end_date = "2017-08-15"

# Filtrar dados ajustando para o ano de 2017 até julho e os demais anos até a data originalmente especificada
data_filtered = data_merged_train[
    ((data_merged_train['date'] >= start_date) & (data_merged_train['date'] <= end_date) & (data_merged_train['date'].dt.year < 2017)) |
    ((data_merged_train['date'].dt.year == 2017) & (data_merged_train['date'] <= end_date_2017))
]

# Agrupar por data e somar as vendas de todas as lojas
total_sales_monthly = data_filtered.groupby(pd.Grouper(key='date', freq='MS'))['sales'].sum()

# Identificar pontos de vendas máximas e mínimas de cada ano
yearly_max_sales = total_sales_monthly.resample('YE').max()
yearly_min_sales = total_sales_monthly.resample('YE').min()

# Encontrar datas correspondentes a esses valores de pico
max_dates = total_sales_monthly[total_sales_monthly.isin(yearly_max_sales)].dropna().index
min_dates = total_sales_monthly[total_sales_monthly.isin(yearly_min_sales)].dropna().index

# Configurar a figura para o gráfico
plt.figure(figsize=(50, 20))

# Plotar as vendas totais mensais
plt.plot(total_sales_monthly.index, total_sales_monthly, marker='o', color='red', linewidth=4, alpha=0.7, label='Total Sales')

# Marcar os pontos máximos e mínimos
for date in max_dates:
    plt.scatter(date, total_sales_monthly[date], color='green', s=100, edgecolors='black', label='Max Sales' if date == max_dates[0] else "")
for date in min_dates:
    plt.scatter(date, total_sales_monthly[date], color='blue', s=100, edgecolors='black', label='Min Sales' if date == min_dates[0] else "")

# Adicionar títulos e rótulos
plt.title("Total Monthly Sales for All Stores with Adjusted 2017 Data", fontsize=40)
plt.xlabel("Month", fontsize=40)
plt.ylabel("Sales (in millions)", fontsize=40)
plt.xticks(fontsize=30, rotation=45)
plt.yticks(fontsize=30, rotation=45)

# Configurar o grid
plt.grid(True)

# Adicionar legenda abaixo do gráfico
plt.legend(title='Summary', fontsize=20, loc='upper center', bbox_to_anchor=(0.5, -0.1), fancybox=True, shadow=True)

# Ajustar automaticamente os subplots para dar espaço aos rótulos
plt.tight_layout()

# Mostrar o gráfico
plt.show()

# Criar uma tabela com as datas de vendas máximas e mínimas
sales_peaks = pd.DataFrame({
    'Year': [date.year for date in max_dates],
    'Max Sales Date': max_dates,
    'Max Sales Value': [total_sales_monthly[date] for date in max_dates],
    'Min Sales Date': min_dates,
    'Min Sales Value': [total_sales_monthly[date] for date in min_dates]
})

print(sales_peaks)
No description has been provided for this image 
   Year Max Sales Date  Max Sales Value Min Sales Date  Min Sales Value
0  2013     2013-12-01     1.034330e+07     2013-02-01     5.834989e+06
1  2014     2014-12-01     1.907440e+07     2014-02-01     7.146470e+06
2  2015     2015-12-01     2.024605e+07     2015-02-01     8.386357e+06
3  2016     2016-12-01     2.062638e+07     2016-01-01     1.212718e+07
4  2017     2017-03-01     1.789837e+07     2017-04-01     1.435372e+07

Por meio do gráfico acima, qual a probabilidade do menor somatorio de sales estar em fevereiro, e do maior estar em dezembro?

Truncando em 2017-07-31, temos o seguinte:

Minimos de cada ano: 2013: fev, 2014: fev, 2015: fev, 2016: fev, 2017: fev.

Máximos de cada ano: 2013: dez, 2014: dez, 2015: dez, 2016: dez, 2017: julho (ano incompleto).

Analisar de pagamento de funcionário público tem impacto direto nas vendas. Faço a análise mensal, em cada ano, e vejo o comportamento do gráfico.

In [ ]:
# Assegurando que 'date' está em formato datetime no DataFrame data_train
data_merged_train['date'] = pd.to_datetime(data_merged_train['date'])

# Definir o intervalo de datas baseado nas datas mínima e máxima no data_train
start_date = data_merged_train['date'].min()
end_date = data_merged_train['date'].max()

# Criar uma série de todas as datas dentro do intervalo
all_dates = pd.date_range(start=start_date, end=end_date, freq='D')

# Encontrar as datas que estão no intervalo, mas faltando em data_train
missing_dates = all_dates.difference(data_merged_train['date'])

# Exibir as datas faltantes
print("Datas faltantes em data_merged_train:")
print(missing_dates)

Datas faltantes em data_merged_train:
DatetimeIndex(['2013-12-25', '2014-12-25', '2015-12-25', '2016-12-25'], dtype='datetime64[ns]', freq=None)
In [ ]:
# Assegurando que 'date' está em formato datetime
data_merged_train['date'] = pd.to_datetime(data_merged_train['date'])

# Definindo o intervalo de datas
start_date = "2013-01-01"
end_date_2017 = "2017-07-31"  # Novo ponto final para 2017
end_date = "2017-08-15"

# Filtrar dados ajustando para o ano de 2017 até julho e os demais anos até a data originalmente especificada
data_filtered = data_merged_train[
    ((data_merged_train['date'] >= start_date) & (data_merged_train['date'] <= end_date) & (data_merged_train['date'].dt.year < 2017)) |
    ((data_merged_train['date'].dt.year == 2017) & (data_merged_train['date'] <= end_date_2017))
]

# Agrupar por data e família, somando as vendas de todas as lojas
total_sales_monthly_by_family = data_filtered.groupby([pd.Grouper(key='date', freq='MS'), 'family'])['sales'].sum().reset_index()

# Identificar pontos de vendas máximas e mínimas de cada família para cada ano
yearly_max_sales_by_family = total_sales_monthly_by_family.groupby(['family', total_sales_monthly_by_family['date'].dt.year])['sales'].idxmax()
yearly_min_sales_by_family = total_sales_monthly_by_family.groupby(['family', total_sales_monthly_by_family['date'].dt.year])['sales'].idxmin()

# Extrair as datas correspondentes aos valores de pico
max_dates_by_family = total_sales_monthly_by_family.loc[yearly_max_sales_by_family]
min_dates_by_family = total_sales_monthly_by_family.loc[yearly_min_sales_by_family]

# Configurar a figura para o gráfico
plt.figure(figsize=(50, 20))

# Obter uma paleta de cores
colors = plt.cm.viridis(np.linspace(0, 1, len(total_sales_monthly_by_family['family'].unique())))

# Iterar sobre cada família única
for idx, family in enumerate(total_sales_monthly_by_family['family'].unique()):
    # Filtrar os dados para cada família
    family_sales = total_sales_monthly_by_family[total_sales_monthly_by_family['family'] == family]
    
    # Plotar as vendas mensais para cada família
    plt.plot(family_sales['date'], family_sales['sales'], marker='o', linewidth=2, alpha=0.7, label=f'{family}', color=colors[idx])

# Marcar os pontos máximos e mínimos
plt.scatter(max_dates_by_family['date'], max_dates_by_family['sales'], color='green', s=100, edgecolors='black', label='Max Sales')
plt.scatter(min_dates_by_family['date'], min_dates_by_family['sales'], color='blue', s=100, edgecolors='black', label='Min Sales')

# Adicionar títulos e rótulos
plt.title("Monthly Sales by Family for All Stores with Adjusted 2017 Data", fontsize=40)
plt.xlabel("Month", fontsize=40)
plt.ylabel("Sales", fontsize=40)
plt.xticks(fontsize=30, rotation=45)
plt.yticks(fontsize=30, rotation=45)

# Configurar o grid
plt.grid(True)

# Adicionar legenda abaixo do gráfico
plt.legend(title='Family', fontsize=20, loc='upper center', bbox_to_anchor=(0.5, -0.1), fancybox=True, shadow=True, ncol=11)


# Ajustar automaticamente os subplots para dar espaço aos rótulos
plt.tight_layout()

# Mostrar o gráfico
plt.show()

# Criar uma tabela com as datas de vendas máximas e mínimas por família
sales_peaks_by_family = pd.DataFrame({
    'Family': max_dates_by_family['family'],
    'Year': max_dates_by_family['date'].dt.year,
    'Max Sales Date': max_dates_by_family['date'],
    'Max Sales Value': max_dates_by_family['sales'],
    'Min Sales Date': min_dates_by_family['date'],
    'Min Sales Value': min_dates_by_family['sales']
})

print(sales_peaks_by_family)
No description has been provided for this image 
           Family    Year Max Sales Date  Max Sales Value Min Sales Date  \
0             NaN     NaN            NaT              NaN     2013-01-01   
1       BABY CARE  2013.0     2013-01-01         0.000000     2013-01-01   
4           BOOKS  2013.0     2013-01-01         0.000000     2013-01-01   
6     CELEBRATION  2013.0     2013-01-01         0.000000     2013-01-01   
14       HARDWARE  2013.0     2013-01-01      1612.000000            NaT   
...           ...     ...            ...              ...            ...   
1791         DELI  2017.0     2017-07-01    563248.404008            NaT   
1792         EGGS  2017.0     2017-07-01    359607.000000            NaT   
1795   GROCERY II  2017.0     2017-07-01     59606.000000            NaT   
1799          NaN     NaN            NaT              NaN     2017-07-01   
1800    HOME CARE  2017.0     2017-07-01    584373.000000            NaT   

      Min Sales Value  
0              6557.0  
1                 0.0  
4                 0.0  
6                 0.0  
14                NaN  
...               ...  
1791              NaN  
1792              NaN  
1795              NaN  
1799            702.0  
1800              NaN  

[317 rows x 6 columns]
In [ ]:
# Assegurando que 'date' está em formato datetime
data_merged_train['date'] = pd.to_datetime(data_merged_train['date'])

# Definindo o intervalo de datas
start_date = "2013-01-01"
end_date_2017 = "2017-07-31"  # Novo ponto final para 2017
end_date = "2017-08-15"

# Filtrar dados ajustando para o ano de 2017 até julho e os demais anos até a data originalmente especificada
data_filtered = data_merged_train[
    ((data_merged_train['date'] >= start_date) & (data_merged_train['date'] <= end_date) & (data_merged_train['date'].dt.year < 2017)) |
    ((data_merged_train['date'].dt.year == 2017) & (data_merged_train['date'] <= end_date_2017))
]

# Agrupar por loja e família, somando as vendas de todas as lojas
sales_by_store_family = data_filtered.groupby(['store_nbr', 'family'])['sales'].sum().reset_index()

# Criar a matriz desejada usando pivot_table
sales_matrix = sales_by_store_family.pivot_table(index='store_nbr', columns='family', values='sales', fill_value=0)

# Imprimir a matriz resultante usando tabulate
print("Matriz de vendas por loja e família:")
print(tabulate(sales_matrix, headers='keys', tablefmt='grid'))

Matriz de vendas por loja e família:
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|   store_nbr |   AUTOMOTIVE |   BABY CARE |   BEAUTY |        BEVERAGES |   BOOKS |     BREAD/BAKERY |   CELEBRATION |         CLEANING |            DAIRY |             DELI |             EGGS |     FROZEN FOODS |        GROCERY I |   GROCERY II |   HARDWARE |   HOME AND KITCHEN I |   HOME AND KITCHEN II |   HOME APPLIANCES |   HOME CARE |   LADIESWEAR |   LAWN AND GARDEN |   LINGERIE |   LIQUOR,WINE,BEER |   MAGAZINES |            MEATS |    PERSONAL CARE |   PET SUPPLIES |   PLAYERS AND ELECTRONICS |          POULTRY |   PREPARED FOODS |          PRODUCE |   SCHOOL AND OFFICE SUPPLIES |   SEAFOOD |
+=============+==============+=============+==========+==================+=========+==================+===============+==================+==================+==================+==================+==================+==================+==============+============+======================+=======================+===================+=============+==============+===================+============+====================+=============+==================+==================+================+===========================+==================+==================+==================+==============================+===========+
|           1 |         5502 |           0 |     4084 |      2.69306e+06 |     213 | 574954           |         16977 |      1.08813e+06 |      1.06401e+06 | 208769           | 238534           | 222288           |      3.7798e+06  |        37209 |       2722 |                25077 |                 21858 |               580 |      171113 |        15928 |             15174 |      11389 |             172913 |        5433 | 531449           | 218833           |           5918 |                      8988 | 482353           |         137598   |      2.455e+06   |                          291 |  43966.9  |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|           2 |         9174 |          84 |     8000 |      4.20377e+06 |     245 | 934035           |         13583 |      1.64634e+06 |      1.45492e+06 | 416114           | 318267           | 278872           |      6.68121e+06 |        53283 |       1996 |                29916 |                 24306 |               820 |      303835 |        30004 |             13863 |      15895 |             148110 |        6464 | 856351           | 451261           |           9217 |                      9743 | 828690           |         212728   |      2.81036e+06 |                          787 |  54730    |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|           3 |        15790 |         662 |    16292 |      1.14665e+07 |     546 |      1.95629e+06 |         49245 |      3.51157e+06 |      3.47767e+06 | 672349           | 888978           | 775738           |      1.31273e+07 |       131975 |       5076 |                74529 |                 59509 |              3214 |      551858 |        52724 |             41252 |      46932 |             375738 |       20546 |      1.37967e+06 | 856919           |          19888 |                     30133 |      1.92405e+06 |         626790   |      8.68778e+06 |                         1281 | 180822    |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|           4 |         6835 |          14 |     6930 |      3.71012e+06 |     270 | 690830           |         10916 |      1.50589e+06 |      1.34608e+06 | 368373           | 293022           | 262707           |      5.70295e+06 |        35365 |       1931 |                23568 |                 15068 |               669 |      262112 |        25999 |             15850 |       7802 |             141913 |        5931 | 627865           | 387883           |           7280 |                      9190 | 764145           |         170325   |      2.66551e+06 |                          354 |  55637.6  |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|           5 |         9253 |         214 |     8709 |      2.55719e+06 |     236 | 649200           |         26345 |      1.68639e+06 | 879488           | 419672           | 193096           | 280334           |      5.32165e+06 |        33339 |       1727 |                30221 |                 37877 |               938 |      241892 |        14958 |              4923 |      31934 |             112212 |        6630 | 481610           | 454969           |           3230 |                      8103 | 424106           |         149666   |      1.66521e+06 |                          847 |  22565    |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|           6 |         9071 |          12 |     9644 |      5.12488e+06 |      76 | 928876           |         15982 |      2.10494e+06 |      1.63079e+06 | 581334           | 348791           | 390287           |      7.90172e+06 |        60037 |       1576 |                29703 |                 50107 |               667 |      344312 |        33018 |             13110 |      13774 |             159967 |        6208 | 842524           | 546458           |          10084 |                     13133 |      1.07546e+06 |         239831   |      2.91901e+06 |                          458 |  73875.3  |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|           7 |         7195 |          50 |     6165 |      5.64401e+06 |     214 |      1.09246e+06 |         19183 |      1.78744e+06 |      2.0836e+06  | 287016           | 484297           | 442104           |      6.31331e+06 |        68221 |       3467 |                24353 |                 23167 |              1322 |      255182 |        12372 |             32038 |      15089 |             272261 |       11232 | 887158           | 362073           |           6487 |                     11659 |      1.02676e+06 |         305868   |      5.61439e+06 |                          537 |  97879.4  |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|           8 |         9005 |         128 |    12158 |      6.41301e+06 |     321 |      1.28006e+06 |         25347 |      2.14574e+06 |      2.40055e+06 | 473917           | 556141           | 410402           |      8.00331e+06 |        70589 |       4056 |                50628 |                 43690 |              1996 |      395678 |        42390 |             28357 |      37971 |             252249 |       13966 | 882917           | 556163           |          17273 |                     19119 |      1.01807e+06 |         361073   |      5.198e+06   |                          706 |  94973.8  |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|           9 |        23634 |         338 |     9377 |      4.66412e+06 |       0 | 965628           |         16447 |      2.92738e+06 |      1.26876e+06 | 994237           | 327246           | 220243           |      1.04675e+07 |        19533 |       3224 |                56191 |                 33032 |               675 |      491441 |        16269 |              7159 |      15325 |              87822 |        2851 | 640765           | 753951           |           5762 |                     11623 | 823266           |         150669   |      1.64535e+06 |                         7979 |  28720.8  |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          10 |         5270 |         501 |     2330 |      1.51695e+06 |       0 | 193283           |          4432 |      1.33163e+06 | 425969           | 422684           |  82946           |  75677.9         |      4.16785e+06 |         6300 |       1170 |                12575 |                  9179 |               305 |      203572 |         5549 |                26 |       5490 |              20843 |         423 | 317268           | 304018           |            556 |                      3939 | 299003           |          35292   | 252510           |                          819 |   4916    |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          11 |        11356 |         319 |     8148 |      6.19559e+06 |       0 |      1.02947e+06 |         17195 |      3.30154e+06 | 871180           | 729969           | 265119           | 177968           |      1.11583e+07 |        29618 |       1237 |                40141 |                 23544 |               689 |      559211 |        13435 |              2774 |      18666 |              75771 |        2540 |      1.05328e+06 | 666079           |           1686 |                     13137 | 870283           |          92803.4 |      1.33462e+06 |                         6407 |  14072    |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          12 |         8116 |         187 |     1640 |      2.20388e+06 |       0 | 316812           |         10353 |      1.30912e+06 | 570683           | 334759           | 127784           |  82911.4         |      4.25154e+06 |        10808 |       1672 |                17527 |                 14054 |               375 |      191711 |         2108 |                16 |      10981 |              65663 |        1260 | 248592           | 264248           |            873 |                      4992 | 304014           |          56564   | 344550           |                          844 |   4627    |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          13 |         9377 |           0 |     2138 |      2.19362e+06 |       0 | 279857           |          6945 |      1.32357e+06 | 459060           | 269378           |  88668           |  59713           |      4.61729e+06 |        12409 |        905 |                18094 |                 13754 |               264 |      182059 |         4653 |                21 |       5219 |              54873 |         775 | 259680           | 305753           |            405 |                      3982 | 202038           |          47006   | 201136           |                          637 |   3463    |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          14 |         6191 |          14 |     2155 |      1.62897e+06 |       0 | 326096           |          7873 |      1.84875e+06 | 597935           | 374311           |  63821           | 110572           |      4.50466e+06 |        10446 |        582 |                20889 |                 21032 |               334 |      261725 |         1627 |                 0 |       8082 |              43427 |        1361 | 511416           | 467132           |            753 |                      5050 | 161354           |         102649   | 387155           |                          512 |   7338    |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          15 |         4523 |        1612 |     3255 |      2.09642e+06 |       0 | 259407           |          5120 |      1.48086e+06 | 513046           | 460652           | 132953           | 110850           |      4.6253e+06  |        16582 |       1550 |                50192 |                 17678 |               198 |      249281 |         9561 |                15 |       8030 |              42302 |        1270 | 213512           | 308502           |            670 |                      4510 | 211874           |          52152   | 659547           |                          657 |   8893    |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          16 |         9838 |         154 |     1481 |      1.84167e+06 |       0 | 343998           |          6110 |      1.7035e+06  | 416527           | 364584           | 303042           |  72793.2         |      4.35914e+06 |        10108 |       1013 |                21414 |                 13110 |               207 |      229086 |            0 |                27 |       6658 |              61566 |         974 | 130008           | 335982           |            447 |                      3316 | 160573           |          71019   | 631696           |                         2496 |   4719    |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          17 |        10376 |         262 |     3132 |      4.08792e+06 |       0 | 428743           |          7892 |      1.81377e+06 | 926913           | 721632           | 307456           | 166531           |      6.52192e+06 |        13914 |       1236 |                28718 |                 26553 |               303 |      322693 |         3251 |               210 |       8952 |              66781 |        2126 | 429701           | 388572           |           1703 |                      8759 | 511551           |         111241   |      1.26941e+06 |                          796 |  18868.5  |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          18 |         6460 |         162 |     3371 |      2.79662e+06 |       0 |      1.12086e+06 |          7872 |      1.02581e+06 | 804378           | 349043           | 274184           |  97955.1         |      4.18431e+06 |        28246 |       1590 |                24348 |                 14193 |               296 |      185234 |        10717 |              2373 |       7347 |              97455 |        1991 | 167823           | 260196           |           3124 |                      7321 | 331021           |          84841.6 |      1.4816e+06  |                         2576 |  15862.1  |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          19 |        11132 |         198 |     2711 |      3.32368e+06 |       0 | 305539           |          8937 |      1.57678e+06 | 491880           | 465419           | 110374           | 106736           |      5.13469e+06 |        16778 |       2185 |                24203 |                 14311 |               274 |      212887 |         8984 |                27 |       7480 |              57801 |        1735 | 239979           | 318246           |            962 |                      5034 | 207660           |          57009   | 450170           |                          819 |   7355    |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          20 |         7647 |         534 |     4830 |      2.79224e+06 |       0 | 435082           |          6820 |      1.18549e+06 | 695264           | 552173           | 113721           | 104213           |      4.90876e+06 |        12055 |        726 |                25722 |                 14303 |               170 |      276501 |         7192 |              5172 |       3178 |              39567 |        1082 | 271038           | 357499           |           2494 |                      4669 | 343731           |          75244.9 | 848415           |                         4229 |  11679.9  |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          21 |         7861 |         496 |     3680 |      1.96413e+06 |       0 | 370473           |          5730 | 961098           | 423661           | 244245           | 164694           |  76557.4         |      3.18235e+06 |        10295 |        710 |                26480 |                 22666 |               244 |      243106 |         4106 |              1865 |       6992 |              51262 |        1634 |  84493.2         | 247190           |           1429 |                      6108 | 131229           |          77565.2 | 958307           |                         3702 |   4370    |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          22 |         3708 |         199 |     1040 | 852757           |       0 |  91045           |          6125 | 415083           | 204234           | 110050           |  35438           |  51045.8         |      1.5731e+06  |         3896 |        695 |                27135 |                 12716 |               235 |      106005 |          358 |                12 |       4878 |              21880 |        1923 |  70639.6         | 107347           |            657 |                      3747 |  83154.6         |          30769   | 267643           |                          358 |   1440    |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          23 |         3900 |           0 |     2557 |      1.99666e+06 |      86 | 466500           |         14955 | 975972           | 791413           | 226962           |  93932           | 174484           |      3.37689e+06 |        41283 |        217 |                11410 |                 14915 |               359 |      147585 |        11485 |              1585 |       7817 |              93928 |        3642 |      1.11153e+06 | 238435           |           2975 |                      4224 | 503369           |          84372.7 |      1.34269e+06 |                          294 |  26595.2  |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          24 |         5599 |          72 |     8322 |      4.79579e+06 |     229 |      1.17497e+06 |         18211 |      1.8865e+06  |      1.8231e+06  | 430026           | 346750           | 365306           |      6.40597e+06 |        43365 |       1893 |                25964 |                 47717 |               591 |      291406 |        14324 |             22733 |      15665 |             170024 |       11054 | 657456           | 447515           |          15078 |                     12368 | 826810           |         219251   |      3.83765e+06 |                          968 |  60324.1  |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          25 |         3514 |          30 |     4017 |      2.9885e+06  |     130 | 487323           |          7512 | 795819           | 794603           | 213045           | 180848           | 292958           |      2.86329e+06 |        19340 |       1417 |                31498 |                 18892 |               225 |      112071 |            0 |             17167 |      14568 |             295602 |        5637 | 341190           | 180362           |           3482 |                      5453 | 265033           |          87877.7 |      1.46595e+06 |                          559 |   9247.91 |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          26 |         6064 |          98 |     1619 |      1.35117e+06 |      14 | 383201           |          7503 | 751823           | 404683           | 154715           |  71235           | 137846           |      2.75852e+06 |         7559 |       1368 |                13099 |                  9025 |               343 |       95487 |         1938 |              2671 |       6707 |              57341 |         388 | 476403           | 274658           |           1497 |                      1983 | 276457           |          30940   | 566873           |                         1045 |   5775.58 |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          27 |         8281 |          84 |     6054 |      4.09363e+06 |     100 |      1.02017e+06 |         16876 |      1.34502e+06 |      1.34859e+06 | 424392           | 358605           | 276696           |      5.41417e+06 |        36808 |       2968 |                20203 |                 23903 |               566 |      228614 |         7659 |             22452 |      10242 |             267225 |        3822 | 454082           | 345759           |           8875 |                      9393 | 642511           |         152556   |      2.79107e+06 |                         1102 |  40469.3  |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          28 |        12200 |          44 |     3300 |      3.80945e+06 |       0 | 957082           |         12711 |      1.73117e+06 |      1.08916e+06 | 572814           | 397945           | 165762           |      6.25341e+06 |        12095 |       2128 |                38137 |                 18501 |               875 |      287775 |            0 |              3041 |      12623 |             201046 |        1140 | 332736           | 507502           |           4337 |                      5428 | 390249           |         109556   |      1.60497e+06 |                         6442 |  10964.6  |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          29 |         5597 |         377 |     2651 |      2.20427e+06 |       0 | 518600           |          8332 | 839343           | 604300           | 247822           | 169172           |  89674.9         |      3.11436e+06 |         9214 |        976 |                21512 |                 15727 |               247 |      198098 |            0 |              1752 |       4271 |             106954 |        1162 | 112550           | 240442           |           3651 |                      4470 | 177270           |          60820.1 |      1.00436e+06 |                         3580 |   6023    |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          30 |         5252 |         106 |     1015 |      1.57752e+06 |       0 | 258555           |          4103 | 813109           | 378738           | 178061           | 201971           |  99820.5         |      2.63914e+06 |         5931 |       1615 |                15753 |                  7841 |               505 |      128063 |          666 |                 0 |       6877 |              93430 |         594 |  97877.7         | 175877           |           1408 |                      4114 | 167875           |          38699   | 526739           |                         1437 |   6032    |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          31 |        12811 |         925 |     4446 |      3.05925e+06 |       0 | 791677           |          8905 |      2.12292e+06 |      1.00197e+06 | 419417           | 401025           | 189935           |      6.67822e+06 |        15891 |       1222 |                24000 |                 21252 |               684 |      317031 |         2455 |              1942 |      20546 |              51833 |        1102 | 517445           | 502728           |           2499 |                      7950 | 235180           |         123200   |      1.36623e+06 |                         4500 |   8994    |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          32 |         3126 |          76 |      432 |      1.01386e+06 |       0 | 168868           |          3778 | 760940           | 244654           | 164835           | 226266           |  50760.2         |      2.49507e+06 |         2989 |        834 |                12103 |                  3979 |               294 |      103374 |            0 |                 9 |       3948 |             128731 |         166 | 101178           | 169678           |            209 |                      1356 | 108097           |          19544   | 198915           |                         1476 |   2320    |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          33 |        13111 |         256 |     1855 |      2.29707e+06 |       0 | 467700           |          8483 |      1.81198e+06 | 654286           | 337255           | 288294           | 132537           |      5.22203e+06 |         5261 |       1259 |                50406 |                 19598 |               295 |      246804 |            0 |                65 |      21324 |             110549 |        1564 | 428014           | 405972           |           1121 |                      5221 | 359657           |          63306   |      1.35674e+06 |                         1971 |   2766    |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          34 |         5656 |         312 |     4674 |      3.81636e+06 |       0 |      1.16098e+06 |         11822 |      1.55246e+06 | 969145           | 426920           | 194776           | 223429           |      6.45043e+06 |         9866 |       3068 |                41658 |                 37803 |              1119 |      256956 |         5941 |              3401 |      17502 |              90520 |        1821 | 312686           | 540729           |           2670 |                      6353 | 238253           |          59523.8 | 791534           |                         8146 |   5342    |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          35 |         7506 |          90 |      446 |      1.89526e+06 |       0 | 157974           |          2659 | 806985           | 269307           | 139296           | 284110           |  91449.4         |      2.94519e+06 |         5028 |       1093 |                12092 |                  9919 |               341 |      110330 |            0 |                88 |       2569 |              76343 |         470 | 273260           | 148569           |            446 |                      1188 |  95704           |          29597   | 368767           |                         1375 |    935    |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          36 |         6273 |          67 |     2287 |      3.31552e+06 |       0 | 775014           |          8087 |      1.3845e+06  | 839030           | 334206           | 186563           | 168937           |      5.43464e+06 |         9914 |        829 |                34134 |                 18219 |               316 |      239815 |           93 |             13383 |       5019 |             204627 |         996 | 321362           | 376623           |           1879 |                      5212 | 192638           |          83701.4 |      1.47758e+06 |                         8618 |   1570.26 |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          37 |         6867 |          40 |     7266 |      3.55023e+06 |     257 | 931611           |         13023 |      1.7939e+06  |      1.50576e+06 | 248046           | 264128           | 335468           |      6.20054e+06 |        79290 |       3275 |                35841 |                 25627 |               563 |      266210 |        27547 |             21455 |      11058 |             183537 |        7999 | 423531           | 433703           |          10765 |                     10670 | 415501           |         225095   |      3.10355e+06 |                          506 |  33913.7  |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          38 |        11051 |          22 |     8602 |      3.09628e+06 |     165 | 908422           |         15720 |      1.82348e+06 |      1.38717e+06 | 287832           | 205168           | 364762           |      6.40659e+06 |        44995 |       2950 |                38468 |                 29349 |               240 |      347093 |        29699 |             14405 |      23734 |             133666 |        8536 | 314484           | 609607           |           6543 |                     10091 | 267582           |         207548   |      2.42513e+06 |                          526 |  33686.4  |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          39 |        15061 |         451 |     6526 |      3.85518e+06 |       0 |      1.22796e+06 |         11467 |      2.19108e+06 | 874472           | 314496           | 652812           | 157960           |      7.26487e+06 |        48694 |       3126 |                38225 |                 22978 |               711 |      344603 |         7850 |             13100 |      11702 |             109451 |        3267 | 406121           | 524355           |           4558 |                      9184 | 349521           |         129762   |      1.80335e+06 |                         3056 |  19158.2  |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          40 |         6544 |         512 |     2011 |      3.88731e+06 |       0 | 616348           |          9450 |      2.33495e+06 | 790680           | 423174           | 239944           | 124181           |      7.31498e+06 |        14999 |       1784 |                36032 |                 26810 |               367 |      356679 |            0 |               234 |      13653 |             119172 |        1589 | 189948           | 483580           |           1897 |                      6972 | 256245           |          83625   |      1.13619e+06 |                         3576 |   5258    |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          41 |         8143 |          49 |     7320 |      2.58819e+06 |      51 | 709117           |         12374 |      1.4731e+06  | 944019           | 331730           | 199520           | 314846           |      4.94212e+06 |        38468 |       1296 |                28711 |                 32764 |               537 |      243102 |        13661 |             16308 |      14989 |             120401 |        9425 | 291470           | 441124           |           7682 |                      7835 | 269361           |         101085   |      1.96439e+06 |                          982 |  13284.4  |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          42 |         2832 |          24 |     3993 |      1.87922e+06 |     304 | 383941           |          8797 | 612570           | 627005           | 115079           |  95801           | 122342           |      2.35346e+06 |        20738 |        820 |                15396 |                 19762 |               193 |      158827 |        13872 |             18763 |       3329 |              58604 |        6353 | 155343           | 171728           |           5164 |                      6220 | 172825           |          58687.6 |      1.89461e+06 |                          412 |  13970    |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          43 |        10118 |          80 |     1980 |      5.02364e+06 |       0 | 512527           |          9072 |      1.71737e+06 | 596642           | 396694           | 237200           |  87869.6         |      5.58973e+06 |         7203 |       2047 |                24955 |                 16490 |               236 |      232952 |            0 |              1572 |       5935 |             153724 |        1936 | 250709           | 374445           |           1098 |                      4591 | 286973           |         100759   | 821934           |                         3074 |   1266    |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          44 |        32171 |           0 |    19795 |      1.35597e+07 |     534 |      2.35515e+06 |         38223 |      4.35356e+06 |      4.32628e+06 |      1.01585e+06 |      1.10261e+06 |      1.04736e+06 |      1.65729e+07 |       138565 |       7076 |               135827 |                102539 |              3283 |      679280 |        33913 |             21826 |      32306 |             562162 |       19376 |      1.65182e+06 | 949722           |          34410 |                     44857 |      2.10817e+06 |         802461   |      1.07567e+07 |                        23559 | 209756    |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          45 |        26668 |           0 |    16941 |      1.1484e+07  |     587 |      1.93324e+06 |         39386 |      4.26152e+06 |      3.5888e+06  |      1.09275e+06 | 703353           | 907953           |      1.65612e+07 |       140673 |       1843 |                80129 |                 86989 |              2332 |      694812 |        27553 |             30154 |       8728 |             355754 |       14753 |      2.02652e+06 |      1.07722e+06 |          22939 |                     32067 |      2.16425e+06 |         555065   |      6.97642e+06 |                        19502 | 165390    |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          46 |        25895 |           0 |    19977 |      7.94413e+06 |     201 |      1.32389e+06 |         24176 |      3.91658e+06 |      2.43424e+06 |      1.37676e+06 | 305400           | 693897           |      1.45053e+07 |        71698 |       2576 |                46283 |                 58500 |              2382 |      723158 |        35034 |             17952 |      13538 |             206021 |        7730 |      1.98694e+06 |      1.26654e+06 |          22320 |                     26884 |      1.71725e+06 |         295780   |      3.20468e+06 |                        16681 |  85843.2  |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          47 |        27209 |           0 |    20751 |      1.08813e+07 |     589 |      1.88166e+06 |         29171 |      3.95832e+06 |      3.3774e+06  |      1.09054e+06 | 606273           | 743870           |      1.56937e+07 |       109658 |       3062 |                68132 |                 75835 |              3107 |      710420 |        32200 |             27440 |       8596 |             284406 |       12499 |      1.52238e+06 |      1.19537e+06 |          22982 |                     30837 |      1.95779e+06 |         491784   |      6.45473e+06 |                        12960 | 145928    |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          48 |        23098 |           0 |    17803 |      6.38171e+06 |      59 |      1.2036e+06  |         24364 |      3.64765e+06 |      2.04335e+06 |      1.10853e+06 | 242602           | 546697           |      1.29874e+07 |        72902 |       1532 |                55390 |                 41287 |              1469 |      663387 |        28315 |             10550 |       9255 |             178106 |        5148 |      1.67332e+06 |      1.20092e+06 |          16353 |                     23118 |      1.51753e+06 |         224342   |      2.34436e+06 |                        21090 |  51036.9  |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          49 |        17750 |           0 |    13340 |      9.31717e+06 |     463 |      1.74709e+06 |         35354 |      2.86104e+06 |      3.22029e+06 | 623924           | 731530           | 736677           |      1.1207e+07  |       109204 |       2891 |                68110 |                 43711 |              1697 |      486708 |        18271 |             28366 |      15462 |             371172 |       14284 |      1.23595e+06 | 667041           |          17611 |                     34567 |      1.48418e+06 |         506310   |      8.09033e+06 |                        10667 | 145763    |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          50 |        19821 |           0 |    13030 |      5.4747e+06  |     300 | 983158           |         37773 |      2.72855e+06 |      1.71098e+06 | 780999           | 195221           | 466075           |      1.02369e+07 |        78984 |       2575 |                83486 |                 78073 |              1107 |      458723 |        22552 |              8690 |      10512 |             193343 |        7932 |      1.04672e+06 | 832889           |           9495 |                     24152 | 744825           |         209316   |      2.45451e+06 |                        12814 |  40304.5  |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          51 |        11861 |           0 |     8162 |      6.95482e+06 |     265 |      1.45414e+06 |         16375 |      2.47263e+06 |      2.48739e+06 | 440420           | 570125           | 564617           |      8.32815e+06 |        53878 |       2418 |                35399 |                 34161 |              1832 |      342073 |         4379 |             28902 |      11306 |             275746 |        9882 |      1.08048e+06 | 489161           |          18668 |                     12196 |      1.43756e+06 |         288579   |      5.70363e+06 |                        10691 | 112102    |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          52 |         1366 |           0 |      857 | 484390           |       0 |  86753.9         |          1192 | 183171           | 126108           |  40199.2         |  22156           |  35998.1         | 661150           |         5080 |        345 |                 6160 |                  5679 |               116 |       40054 |         1150 |              7019 |        847 |              21138 |        1094 |  53016.2         |  41002           |           1539 |                      3014 |  52401.9         |          14221.4 | 520829           |                         2155 |   1098.25 |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          53 |         8091 |          22 |     5793 |      2.12507e+06 |      77 | 532185           |          8960 |      1.08846e+06 | 583510           | 250763           | 110000           | 197680           |      3.26484e+06 |        17664 |       1559 |                23921 |                 23135 |               154 |      198550 |         4537 |              6009 |       8264 |             118181 |        3560 | 285280           | 299088           |           3527 |                      6002 | 235461           |          85731.3 |      1.8901e+06  |                         1367 |   6652.81 |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+
|          54 |         9628 |         310 |     1056 |      2.18116e+06 |       0 | 371095           |          4957 |      1.76785e+06 | 305385           | 312172           | 119780           |  58274.7         |      4.48693e+06 |        13498 |       1197 |                25355 |                 14844 |               314 |      226299 |            0 |                 0 |       7252 |              40764 |         769 |  88470.5         | 309896           |            173 |                      3368 |  89682.2         |         103628   | 599499           |                         1082 |   2936    |
+-------------+--------------+-------------+----------+------------------+---------+------------------+---------------+------------------+------------------+------------------+------------------+------------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+------------------+------------------+----------------+---------------------------+------------------+------------------+------------------+------------------------------+-----------+

Fazendo a distinção por ano:

In [ ]:
# Assegurando que 'date' está em formato datetime
data_merged_train['date'] = pd.to_datetime(data_merged_train['date'])

# Definindo o intervalo de datas
start_date = "2013-01-01"
end_date_2017 = "2017-07-31"  # Novo ponto final para 2017
end_date = "2017-08-15"

# Filtrar dados ajustando para o ano de 2017 até julho e os demais anos até a data originalmente especificada
data_filtered = data_merged_train[
    ((data_merged_train['date'] >= start_date) & (data_merged_train['date'] <= end_date) & (data_merged_train['date'].dt.year < 2017)) |
    ((data_merged_train['date'].dt.year == 2017) & (data_merged_train['date'] <= end_date_2017))
]

# Adicionar uma coluna de ano usando assign para evitar SettingWithCopyWarning
data_filtered = data_filtered.assign(year=data_filtered['date'].dt.year)

# Agrupar por loja, família e ano, somando as vendas de todas as lojas
sales_by_store_family_year = data_filtered.groupby(['store_nbr', 'family', 'year'])['sales'].sum().reset_index()

# Criar uma matriz para cada ano usando pivot_table
sales_matrices = {year: sales_by_store_family_year[sales_by_store_family_year['year'] == year].pivot_table(
    index='store_nbr', columns='family', values='sales', fill_value=0) for year in sales_by_store_family_year['year'].unique()}

# Imprimir as matrizes resultantes usando tabulate
for year, sales_matrix in sales_matrices.items():
    print(f"Matriz de vendas por loja e família para o ano {year}:")
    print(tabulate(sales_matrix, headers='keys', tablefmt='grid'))
    print("\n")

Matriz de vendas por loja e família para o ano 2013:
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|   store_nbr |   AUTOMOTIVE |   BABY CARE |   BEAUTY |   BEVERAGES |   BOOKS |   BREAD/BAKERY |   CELEBRATION |   CLEANING |   DAIRY |     DELI |   EGGS |   FROZEN FOODS |        GROCERY I |   GROCERY II |   HARDWARE |   HOME AND KITCHEN I |   HOME AND KITCHEN II |   HOME APPLIANCES |   HOME CARE |   LADIESWEAR |   LAWN AND GARDEN |   LINGERIE |   LIQUOR,WINE,BEER |   MAGAZINES |    MEATS |   PERSONAL CARE |   PET SUPPLIES |   PLAYERS AND ELECTRONICS |   POULTRY |   PREPARED FOODS |   PRODUCE |   SCHOOL AND OFFICE SUPPLIES |   SEAFOOD |
+=============+==============+=============+==========+=============+=========+================+===============+============+=========+==========+========+================+==================+==============+============+======================+=======================+===================+=============+==============+===================+============+====================+=============+==========+=================+================+===========================+===========+==================+===========+==============================+===========+
|           1 |          609 |           0 |      497 |      236564 |       0 |        76460.7 |             0 |     177796 |  118191 |  30506.3 |  38469 |       31617.7  | 527486           |         6414 |        417 |                    0 |                     0 |                71 |           0 |            0 |              1441 |       2766 |              25822 |           0 |  92810   |           25342 |              0 |                         0 |  56685.4  |          17489.8 |       659 |                            0 |  6552.71  |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|           2 |          790 |           0 |      744 |      283174 |       0 |        78433.8 |             0 |     211567 |  121311 |  44983.8 |  39533 |       32117.1  | 693800           |         5303 |        191 |                    0 |                     0 |                84 |           0 |            0 |              1533 |       3351 |              17960 |           0 | 123976   |           42478 |              0 |                         0 |  72489.9  |          22404.5 |      2754 |                            0 |  5376.18  |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|           3 |         1445 |           0 |     1271 |      771023 |       0 |       199532   |             0 |     432228 |  307233 |  81656.8 | 115343 |       92335.2  |      1.44474e+06 |        17293 |        514 |                    0 |                     0 |               392 |           0 |            0 |              2989 |       8297 |              47677 |           0 | 174638   |           78749 |              0 |                         0 | 146165    |          84400.3 |      1915 |                            0 | 23228.7   |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|           4 |          853 |           0 |      591 |      221703 |       0 |        70598.1 |             0 |     197367 |  112501 |  40960.7 |  35552 |       33862.7  | 636990           |         4953 |        222 |                    0 |                     0 |                86 |           0 |            0 |              1120 |       2097 |              18583 |           0 |  87123.8 |           38880 |              0 |                         0 |  67376.8  |          20910.6 |       945 |                            0 |  6333.06  |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|           5 |          938 |           0 |      946 |      175736 |       0 |        81997.8 |             0 |     243667 |   84331 |  57134.8 |  31884 |       39488.8  | 725744           |         3897 |        206 |                    0 |                     0 |               104 |           0 |            0 |               434 |       6308 |              15754 |           0 |  73427.1 |           51512 |              0 |                         0 |  46548.4  |          23199.8 |       786 |                            0 |  3047.74  |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|           6 |         1114 |           0 |      668 |      297000 |       0 |        91985.2 |             0 |     254923 |  130713 |  61592.8 |  45683 |       48094.9  | 863319           |         8135 |        169 |                    0 |                     0 |               117 |           0 |            0 |               986 |       1981 |              21142 |           0 | 113391   |           49979 |              0 |                         0 |  95841.7  |          31271.2 |      2051 |                            0 |  7931.9   |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|           7 |          797 |           0 |      712 |      425586 |       0 |       121050   |             0 |     249984 |  196031 |  38788.2 |  68041 |       53823.1  | 798549           |        10943 |        282 |                    0 |                     0 |               225 |           0 |            0 |              2319 |       3009 |              33520 |           0 | 156679   |           38289 |              0 |                         0 |  80065.8  |          38948.5 |      2018 |                            0 | 13620.1   |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|           8 |         1005 |           0 |      961 |      431435 |       0 |       126510   |             0 |     275239 |  219666 |  56225.8 |  68757 |       52606    | 897914           |        11175 |        509 |                    0 |                     0 |               310 |           0 |            0 |              1721 |       5846 |              36345 |           0 | 139669   |           49622 |              0 |                         0 |  76002.1  |          52266.7 |       373 |                            0 | 12618.1   |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|           9 |         3171 |           0 |      844 |      274637 |       0 |       127794   |             0 |     339774 |   84672 | 105484   |  32035 |       17954    |      1.16295e+06 |         3101 |        465 |                    0 |                     0 |               108 |           0 |            0 |               186 |       3120 |              10881 |           0 |  87532   |           79067 |              0 |                         0 |  95470.6  |          14933.2 |         0 |                            0 |  3506.12  |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|          10 |          661 |           0 |      295 |      110914 |       0 |        26583   |             0 |     180747 |   26288 |  46037   |   8624 |        5586.83 | 509062           |          880 |        145 |                    0 |                     0 |                53 |           0 |            0 |                 0 |        876 |               2929 |           0 |  56378   |           36115 |              0 |                         0 |  31436.5  |           2527   |         0 |                            0 |   526     |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|          11 |         1367 |           0 |      724 |      572855 |       0 |       138493   |             0 |     418148 |   52223 |  69114.8 |  22538 |       14511.8  |      1.33947e+06 |         3562 |        157 |                    0 |                     0 |               118 |           0 |            0 |               233 |       3386 |               9342 |           0 | 164483   |           71398 |              0 |                         0 | 108784    |           5748   |         0 |                            0 |  1240     |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|          12 |          850 |           0 |      248 |      172010 |       0 |        52907   |             0 |     176413 |   38391 |  34582   |  12111 |        6802.91 | 547038           |         1707 |        170 |                    0 |                     0 |                75 |           0 |            0 |                 0 |       2361 |               8902 |           0 |  37125.7 |           28439 |              0 |                         0 |  23956.3  |           3961   |         0 |                            0 |   582     |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|          13 |          915 |           0 |      263 |      169770 |       0 |        43867   |             0 |     155673 |   30758 |  25227   |   6758 |        4064.45 | 510481           |         1672 |         66 |                    0 |                     0 |                46 |           0 |            0 |                 0 |       1097 |               5796 |           0 |  35643.6 |           32535 |              0 |                         0 |  18711.4  |           3652   |         0 |                            0 |   764     |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|          14 |          618 |           0 |      511 |      104244 |       0 |        48814   |             0 |     246486 |   38495 |  30236   |   8419 |        9896.99 | 597147           |         1924 |         19 |                    0 |                     0 |                83 |           0 |            0 |                 0 |       1269 |               6463 |           0 |  96870.8 |           59275 |              0 |                         0 |  18062.7  |           7927   |         0 |                            0 |  1632     |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|          15 |          451 |           0 |      558 |      159122 |       0 |        38868   |             0 |     195145 |   36013 |  52262   |  10471 |        7488.23 | 612485           |         3241 |        200 |                    0 |                     0 |                57 |           0 |            0 |                 0 |       1219 |               7128 |           0 |  30525.3 |           36693 |              0 |                         0 |  14423.7  |           5231   |         0 |                            0 |  1272     |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|          16 |         1201 |           0 |      274 |      115657 |       0 |        49713   |             0 |     213402 |   29175 |  44745   |  29791 |        7803.83 | 589148           |         1724 |        113 |                    0 |                     0 |                34 |           0 |            0 |                 0 |       1263 |               9213 |           0 |  20896.7 |           44290 |              0 |                         0 |  20403.4  |          10047   |         0 |                            0 |   770     |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|          17 |          837 |           0 |      262 |      251440 |       0 |        45209   |             0 |     204327 |   47038 |  59472   |  21863 |        9150.57 | 665171           |         1472 |        114 |                    0 |                     0 |                17 |           0 |            0 |                 0 |        609 |               8680 |           0 |  58919.5 |           32273 |              0 |                         0 |  46677.8  |           8619   |         0 |                            0 |  1466     |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|          18 |          756 |           0 |      388 |      187036 |       0 |       168008   |             0 |     128684 |   61822 |  34642.1 |  28731 |       12045.3  | 492438           |         3839 |        187 |                    0 |                     0 |                70 |           0 |            0 |                60 |       1341 |              13908 |           0 |  22770.7 |           24926 |              0 |                         0 |  28620.9  |           8770   |         0 |                            0 |  2432.43  |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|          19 |          887 |           0 |      231 |      230384 |       0 |        38806   |             0 |     168219 |   24199 |  35296   |   7627 |        6815.88 | 521482           |         2170 |        234 |                    0 |                     0 |                29 |           0 |            0 |                 0 |        893 |               7142 |           0 |  36967.4 |           30036 |              0 |                         0 |  14545.8  |           6162   |         0 |                            0 |  1151     |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|          23 |          494 |           0 |      155 |      143245 |       0 |        62270.5 |             0 |     141709 |   78006 |  31360.9 |  14200 |       22040.4  | 453715           |         5702 |          0 |                    0 |                     0 |                47 |           0 |            0 |                17 |       1460 |              11915 |           0 | 258803   |           26280 |              0 |                         0 |  48553.9  |          10787.3 |       685 |                            0 |  3954.59  |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|          24 |          992 |           0 |      804 |      434012 |       0 |       151163   |             0 |     294225 |  186418 |  59069.2 |  56816 |       44843.8  | 926453           |         6364 |        196 |                    0 |                     0 |                94 |           0 |            0 |              1427 |       2628 |              24865 |           0 | 115728   |           52745 |              0 |                         0 |  95200.6  |          36227.1 |       705 |                            0 |  9626.2   |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|          25 |          311 |           0 |      322 |      256378 |       0 |        56314.5 |             0 |     108103 |   74762 |  26980.5 |  24375 |       25242.7  | 350489           |         2421 |         94 |                    0 |                     0 |                 0 |           0 |            0 |              1233 |       2745 |              23872 |           0 |  52046.1 |           19902 |              0 |                         0 |  28926.3  |          13445.8 |      1102 |                            0 |   990.017 |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|          26 |          775 |           0 |      180 |      105218 |       0 |        59692.5 |             0 |     106097 |   40447 |  22207.8 |  11599 |       18082.3  | 357897           |         1424 |        175 |                    0 |                     0 |                25 |           0 |            0 |                22 |       1803 |              12206 |           0 |  71373   |           37447 |              0 |                         0 |  36566.9  |           4156   |       165 |                            0 |   707.358 |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|          27 |          589 |           0 |      457 |      259314 |       0 |       105656   |             0 |     136572 |   94330 |  43691.9 |  41394 |       22698.9  | 522388           |         4349 |        196 |                    0 |                     0 |                54 |           0 |            0 |               924 |       1373 |              30825 |           0 |  47266.5 |           29397 |              0 |                         0 |  56076.5  |          16474   |       730 |                            0 |  4440.95  |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|          28 |         1127 |           0 |      264 |      180065 |       0 |       103511   |             0 |     147387 |   61926 |  48056.2 |  27522 |       12351.5  | 578390           |         1502 |        124 |                    0 |                     0 |                71 |           0 |            0 |                81 |       1747 |              27820 |           0 |  30525.8 |           41459 |              0 |                         0 |  35714.1  |          10324.2 |         0 |                            0 |  1143.84  |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|          30 |          532 |           0 |       86 |       99511 |       0 |        30839   |             0 |      89086 |   27441 |  17871   |  15826 |       11449.6  | 307320           |         1161 |        279 |                    0 |                     0 |               116 |           0 |            0 |                 0 |       1178 |              12502 |           0 |  13080.5 |           19964 |              0 |                         0 |  18654.8  |           4290   |         0 |                            0 |   944     |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|          31 |         1067 |           0 |      321 |      167505 |       0 |        90678   |             0 |     211507 |   65472 |  38398.9 |  23579 |       16606.2  | 707553           |         1658 |        144 |                    0 |                     0 |               132 |           0 |            0 |               160 |       1409 |               8448 |           0 |  51021.8 |           47832 |              0 |                         0 |  21202.4  |          12153   |         0 |                            0 |  1325     |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|          32 |          379 |           0 |       52 |       57166 |       0 |        22266   |             0 |      94000 |   17094 |  18563   |  11724 |        4744.89 | 311147           |          431 |        158 |                    0 |                     0 |                89 |           0 |            0 |                 0 |        977 |              24625 |           0 |  15932.1 |           25373 |              0 |                         0 |  14170.3  |           3059   |         0 |                            0 |   472     |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|          33 |         1058 |           0 |      172 |      139771 |       0 |        58578   |             0 |     216131 |   45624 |  39758   |  27074 |       11562.1  | 642414           |         1086 |        232 |                    0 |                     0 |                48 |           0 |            0 |                 0 |       2093 |              13355 |           0 |  47673.9 |           46512 |              0 |                         0 |  30806    |           8015   |         0 |                            0 |   511     |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|          34 |          548 |           0 |      331 |      296014 |       0 |       180345   |             0 |     207067 |   65749 |  55938   |  16570 |       24810.8  | 857887           |         1944 |        259 |                    0 |                     0 |               174 |           0 |            0 |                70 |       2862 |              15992 |           0 |  49778.5 |           69865 |              0 |                         0 |  29957.4  |           8589   |         0 |                            0 |   587     |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|          35 |          697 |           0 |       39 |       98998 |       0 |        18164   |             0 |      83129 |   14555 |  12281   |  12245 |        6195.11 | 321318           |          667 |        182 |                    0 |                     0 |                50 |           0 |            0 |                 0 |        599 |               6109 |           0 |  31925.6 |           16878 |              0 |                         0 |   8037.33 |           3051   |         0 |                            0 |   101     |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|          36 |          270 |           0 |      103 |      103266 |       0 |        61745   |             0 |      91241 |   35291 |  19513.6 |  10205 |       12295.9  | 390538           |         1038 |         81 |                    0 |                     0 |                35 |           0 |            0 |                64 |        580 |               9206 |           0 |  24156   |           25846 |              0 |                         0 |  14824.4  |           6149.1 |         0 |                            0 |    54.318 |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|          37 |         1099 |           0 |      746 |      223902 |       0 |       109211   |             0 |     258714 |  156589 |  29268.7 |  38727 |       46852.3  | 832904           |        12703 |        438 |                    0 |                     0 |                76 |           0 |            0 |              1739 |       3123 |              23400 |           0 |  69995.4 |           51794 |              0 |                         0 |  34124.9  |          37497.8 |      1147 |                            0 |  4486.78  |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|          38 |          973 |           0 |      559 |      155099 |       0 |       101080   |             0 |     218282 |  127395 |  36645   |  26823 |       48088.9  | 754491           |         6365 |        323 |                    0 |                     0 |                 0 |           0 |            0 |               832 |       4930 |              17845 |           0 |  41431.2 |           54886 |              0 |                         0 |  24324    |          29026.3 |       777 |                            0 |  4573.9   |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|          39 |         1568 |           0 |      496 |      180268 |       0 |       159188   |             0 |     248491 |   51436 |  27435.3 |  31003 |       15107.2  | 806227           |         5361 |        356 |                    0 |                     0 |               110 |           0 |            0 |               513 |       1853 |              11783 |           0 |  28339   |           55757 |              0 |                         0 |  24475.9  |          13375   |         0 |                            0 |  2731.81  |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|          40 |          452 |           0 |      183 |      142009 |       0 |        65996   |             0 |     197203 |   43369 |  36204   |  23000 |        8460.34 | 667930           |         1701 |        179 |                    0 |                     0 |                51 |           0 |            0 |                 0 |       1080 |               8838 |           0 |  16070.1 |           40964 |              0 |                         0 |  20406.1  |           7725   |         0 |                            0 |   334     |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|          41 |          683 |           0 |      405 |      124827 |       0 |        58564.1 |             0 |     133158 |   63827 |  33487.2 |  19818 |       30604.5  | 451620           |         3579 |         76 |                    0 |                     0 |               128 |           0 |            0 |               980 |       2530 |              11218 |           0 |  31147.6 |           31619 |              0 |                         0 |  22108    |          11545.2 |       811 |                            0 |  1522.03  |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|          43 |          889 |           0 |      226 |      388890 |       0 |        51379   |             0 |     179532 |   27148 |  28244   |  15467 |        7054.42 | 573948           |         1063 |        376 |                    0 |                     0 |                56 |           0 |            0 |                 0 |        929 |              26457 |           0 |  32155.3 |           39336 |              0 |                         0 |  26257.6  |          11477   |         0 |                            0 |   126     |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|          44 |         3977 |           0 |     1398 |      892427 |       0 |       223185   |             0 |     548509 |  398135 | 116284   | 133226 |      129240    |      1.89466e+06 |        18872 |        824 |                    0 |                     0 |               502 |           0 |            0 |              1428 |       3917 |              72753 |           0 | 225968   |           96870 |              0 |                         0 | 160366    |         101162   |      4204 |                            0 | 27725.3   |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|          45 |         2852 |           0 |     1519 |      618358 |       0 |       177727   |             0 |     469242 |  273677 | 112203   |  87042 |      104975    |      1.66984e+06 |        16541 |        206 |                    0 |                     0 |               359 |           0 |            0 |              1680 |       1348 |              39180 |           0 | 243400   |           89995 |              0 |                         0 | 165866    |          64673.1 |      2533 |                            0 | 18747.8   |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|          46 |         2939 |           0 |     1587 |      433522 |       0 |       106918   |             0 |     432976 |  176552 | 143223   |  37205 |       84976.2  |      1.42916e+06 |         7576 |        312 |                    0 |                     0 |               388 |           0 |            0 |              1154 |       2608 |              26795 |           0 | 308070   |          108623 |              0 |                         0 | 160685    |          29630.5 |      1242 |                            0 |  8231.28  |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|          47 |         3134 |           0 |     1687 |      607302 |       0 |       177351   |             0 |     446706 |  251826 | 118477   |  69907 |       84332.7  |      1.57222e+06 |        10215 |        367 |                    0 |                     0 |               442 |           0 |            0 |              2292 |       1166 |              33009 |           0 | 190861   |           98937 |              0 |                         0 | 166264    |          61487.4 |      1375 |                            0 | 15324.3   |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|          48 |         2301 |           0 |     1268 |      318139 |       0 |       108811   |             0 |     375641 |  136273 | 114500   |  26138 |       59249.3  |      1.23944e+06 |         6335 |        150 |                    0 |                     0 |               218 |           0 |            0 |               504 |       1763 |              21446 |           0 | 217201   |           97867 |              0 |                         0 | 141320    |          23034.9 |       825 |                            0 |  4629.02  |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|          49 |         1549 |           0 |     1111 |      471357 |       0 |       122090   |             0 |     264528 |  207779 |  54340.7 |  70174 |       65821.1  | 924434           |        13065 |        242 |                    0 |                     0 |               195 |           0 |            0 |              1691 |       2018 |              36738 |           0 | 116626   |           42538 |              0 |                         0 |  76928.2  |          54637.1 |      1940 |                            0 | 14329.4   |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|          50 |         2409 |           0 |     1131 |      309452 |       0 |       104165   |             0 |     331203 |  139231 |  87456.7 |  25247 |       55576    |      1.19146e+06 |         9136 |        204 |                    0 |                     0 |               189 |           0 |            0 |               488 |       1847 |              26870 |           0 | 200840   |           74430 |              0 |                         0 |  73846.3  |          32512.7 |       996 |                            0 |  5673.97  |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|          51 |         1574 |           0 |      689 |      598070 |       0 |       169831   |             0 |     324980 |  245290 |  64362.1 |  80812 |       69879.8  |      1.04935e+06 |         7438 |        302 |                    0 |                     0 |               238 |           0 |            0 |              1226 |       1721 |              36033 |           0 | 163083   |           56139 |              0 |                         0 | 114951    |          45618.6 |      1997 |                            0 | 16863.5   |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+
|          54 |          801 |           0 |      153 |      106860 |       0 |        41785   |             0 |     173069 |   12706 |  27857   |   7769 |        3549.38 | 449758           |         1423 |        149 |                    0 |                     0 |                57 |           0 |            0 |                 0 |       1066 |               5807 |           0 |  10187   |           29679 |              0 |                         0 |   9030.28 |          10124   |         0 |                            0 |   333     |
+-------------+--------------+-------------+----------+-------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+-----------+------------------------------+-----------+


Matriz de vendas por loja e família para o ano 2014:
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|   store_nbr |   AUTOMOTIVE |   BABY CARE |   BEAUTY |        BEVERAGES |   BOOKS |   BREAD/BAKERY |   CELEBRATION |   CLEANING |   DAIRY |     DELI |   EGGS |   FROZEN FOODS |        GROCERY I |   GROCERY II |   HARDWARE |   HOME AND KITCHEN I |   HOME AND KITCHEN II |   HOME APPLIANCES |   HOME CARE |   LADIESWEAR |   LAWN AND GARDEN |   LINGERIE |   LIQUOR,WINE,BEER |   MAGAZINES |    MEATS |   PERSONAL CARE |   PET SUPPLIES |   PLAYERS AND ELECTRONICS |   POULTRY |   PREPARED FOODS |          PRODUCE |   SCHOOL AND OFFICE SUPPLIES |   SEAFOOD |
+=============+==============+=============+==========+==================+=========+================+===============+============+=========+==========+========+================+==================+==============+============+======================+=======================+===================+=============+==============+===================+============+====================+=============+==========+=================+================+===========================+===========+==================+==================+==============================+===========+
|           1 |          808 |           0 |      605 | 418244           |       0 |        91009   |          3715 |     185961 |  171481 |  30583.3 |  39514 |       36485.9  | 582937           |         7022 |        439 |                 4125 |                   935 |               111 |       24783 |         3258 |              2291 |       2152 |              28550 |         257 |  93379   |           33581 |           1005 |                      1153 |   98216   |         23360.4  | 381052           |                           55 |  7643.08  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|           2 |         1168 |           0 |      822 | 521850           |       0 |       103353   |          1486 |     232063 |  205555 |  55277.3 |  43626 |       37443.3  | 819826           |         6889 |        196 |                 3940 |                  1180 |               144 |       37528 |         3973 |              1785 |       2825 |              20096 |         201 | 131815   |           58960 |           1286 |                      1534 |  129883   |         27841.6  | 388358           |                           70 |  7370.13  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|           3 |         1912 |           0 |     1497 |      1.37498e+06 |       0 |       234017   |          5863 |     473272 |  461459 |  80716.2 | 123164 |      105842    |      1.66716e+06 |        18242 |        593 |                 7953 |                  2542 |               402 |       63762 |         6227 |              4300 |       6703 |              54086 |         785 | 195222   |          101079 |           2388 |                      4460 |  300244   |         88884    |      1.16524e+06 |                           69 | 26120.1   |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|           4 |          842 |           0 |      794 | 455918           |       0 |        89477.7 |          1295 |     211987 |  183635 |  47020.6 |  38775 |       34290.2  | 722051           |         4549 |        251 |                 3114 |                  1120 |               105 |       32882 |         3394 |              1864 |       1080 |              19732 |         183 |  87736.9 |           47599 |            713 |                      1160 |  114940   |         24358.2  | 353583           |                           37 |  7805.86  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|           5 |         1116 |           0 |      995 | 370267           |       0 |        99510.9 |          3074 |     251328 |  139673 |  63410.8 |  30650 |       43751.7  | 781775           |         5035 |        219 |                 3816 |                  2649 |               162 |       37149 |         2065 |               370 |       5450 |              17279 |         341 |  77001.6 |           65346 |            347 |                      1036 |   73771.1 |         25235.2  | 280587           |                          114 |  3917.6   |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|           6 |         1023 |           0 |      930 | 587871           |       0 |       118169   |          1922 |     277554 |  215807 |  73921.9 |  47372 |       53458    | 979640           |         8313 |        112 |                 3488 |                  1210 |               122 |       41306 |         4041 |              1101 |       2288 |              21831 |         173 | 117275   |           69427 |           1274 |                      1731 |  159353   |         35138.8  | 385039           |                            5 |  9249.38  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|           7 |         1052 |           0 |      736 | 779248           |       0 |       146406   |          2176 |     279573 |  312624 |  42140.2 |  75058 |       63534.5  | 907222           |        10819 |        479 |                 2714 |                  1459 |               191 |       32813 |         1698 |              3572 |       3019 |              40571 |         668 | 141231   |           52498 |            824 |                      1406 |  184493   |         47047.2  | 808630           |                           14 | 16317.5   |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|           8 |         1160 |           0 |     1277 | 781211           |       0 |       158565   |          3091 |     293839 |  330243 |  61813.8 |  73877 |       58608.1  |      1.03539e+06 |        10429 |        518 |                 6237 |                  2062 |               316 |       42804 |         7031 |              3478 |       5972 |              38545 |         615 | 137000   |           68350 |           1700 |                      2415 |  163864   |         50214.4  | 702565           |                           34 | 14036.3   |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|           9 |         3347 |          45 |      911 | 540669           |       0 |       134148   |          2130 |     364232 |  167857 | 128723   |  47431 |       31148.6  |      1.30052e+06 |         3134 |        502 |                 5029 |                  3007 |               102 |       61400 |         1718 |               888 |       2444 |              11792 |          24 |  90162.2 |           87156 |            500 |                      1440 |  124042   |         16564    | 199643           |                         1083 |  3934.36  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          10 |          845 |         177 |      305 | 196906           |       0 |        28225   |           629 |     188302 |   65229 |  57283   |  12816 |        9809.11 | 548716           |          796 |        268 |                 1798 |                   874 |                63 |       30785 |          761 |                 9 |       1472 |               3682 |           8 |  52123.2 |           39255 |             46 |                       434 |   50272.2 |          3090    |  36487.1         |                          171 |   636     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          11 |         1534 |          14 |      796 | 791291           |       0 |       152994   |          2696 |     461733 |  116617 |  92091.1 |  52230 |       25374.5  |      1.49974e+06 |         4326 |        223 |                 4682 |                  2182 |               105 |       78886 |         1913 |               270 |       2846 |              10658 |          21 | 153598   |           81522 |            132 |                      1249 |  149189   |          6909    | 170258           |                         1055 |  2026     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          12 |          867 |           0 |      246 | 281275           |       0 |        47655   |          1146 |     187762 |   83946 |  42291   |  27733 |       12573    | 565373           |         1543 |        283 |                 2117 |                   924 |                71 |       27239 |          751 |                10 |       1713 |              10465 |          36 |  34145.8 |           30510 |             73 |                       606 |   68186.5 |          5034    |  44209.2         |                          170 |   349     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          13 |         1219 |           0 |      216 | 292127           |       0 |        38709   |          1169 |     181471 |   67365 |  32741   |  13918 |        7054.79 | 601569           |         1703 |        147 |                 2719 |                   972 |                45 |       25815 |          877 |                 0 |        815 |               7887 |          26 |  36876   |           36952 |             34 |                       426 |   30687.5 |          4287    |  28843           |                          111 |   325     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          14 |          687 |           0 |      332 | 206839           |       0 |        45658   |           977 |     231126 |   85704 |  44368   |   8447 |       18110.2  | 556905           |         1349 |         90 |                 3054 |                  1495 |                39 |       37169 |          881 |                 0 |       1582 |               6564 |          34 |  74123.9 |           58735 |             42 |                       490 |   24320.3 |          9302    |  52526.5         |                            2 |   605     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          15 |          460 |          20 |      347 | 264309           |       0 |        38681   |           740 |     205345 |   81132 |  71553   |  16792 |       16987.3  | 654813           |         2628 |        198 |                13912 |                  1281 |                30 |       36986 |         1207 |                 0 |       1247 |               6468 |          16 |  32191.4 |           40937 |             51 |                       396 |   35406.8 |          5903    |  86812           |                          178 |  1361     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          16 |         1302 |           8 |      165 | 279090           |       0 |        53529   |           935 |     251955 |   69144 |  52691   |  58519 |       11619.6  | 634884           |         1558 |        210 |                 2760 |                  1283 |                31 |       36283 |            0 |                 9 |        973 |               9225 |          32 |  21104.3 |           49938 |             24 |                       384 |   27874.7 |         10688    | 107966           |                            0 |   882     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          17 |         1027 |           0 |      249 | 444589           |       0 |        46803   |           818 |     228176 |  108884 |  84046   |  36531 |       17873.8  | 732025           |         1682 |        207 |                 3176 |                  1049 |                46 |       38354 |          370 |                57 |       1237 |               8014 |          19 |  60279.1 |           42255 |             97 |                       642 |   67505.6 |         12367    | 109866           |                          138 |  2709     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          18 |          968 |           6 |      337 | 363776           |       0 |       193927   |          1179 |     145704 |  116888 |  45792.3 |  35303 |       13089.8  | 572858           |         5201 |        268 |                 2331 |                  1136 |                21 |       23334 |         1609 |               242 |       1174 |              14057 |          34 |  24507.8 |           28308 |            346 |                       785 |   50816.8 |         12155    | 198295           |                          516 |  2288.13  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          19 |         1345 |           0 |      323 | 414583           |       0 |        42196   |           983 |     204309 |   68525 |  55606   |  16946 |       12897.2  | 629636           |         2256 |        299 |                 2911 |                  1044 |                44 |       25888 |         1402 |                 7 |       1225 |               8225 |          36 |  32255.2 |           39252 |             74 |                       362 |   28280.5 |          6885    |  52891.3         |                          227 |   595     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          23 |          527 |           0 |      287 | 266578           |       0 |        66677.3 |          1613 |     141507 |  117881 |  30749.2 |  13414 |       25559.4  | 451116           |         6042 |          0 |                 1065 |                   726 |                73 |       20808 |         1335 |                49 |       1218 |              11626 |         192 | 146317   |           32696 |            285 |                       672 |   89057.6 |         12477.7  | 201595           |                           38 |  3848.02  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          24 |          583 |           0 |      803 | 519413           |       0 |       131359   |          2027 |     212728 |  200972 |  42499.8 |  38533 |       42607.2  | 679077           |         4160 |        219 |                 3081 |                  1552 |                74 |       35471 |         1523 |              1666 |       1598 |              19948 |         689 |  76370.8 |           45696 |           1558 |                      1576 |  109667   |         24050.8  | 524072           |                           20 |  7408.68  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          25 |          367 |           0 |      425 | 391120           |       0 |        61227.4 |          1081 |     113786 |  111736 |  28621.3 |  26927 |       33179.1  | 399592           |         2446 |        248 |                 5991 |                  1009 |                28 |       16084 |            0 |              1598 |       2294 |              31169 |         336 |  52012.7 |           25678 |            523 |                       750 |   43355.2 |         13683.7  | 202857           |                           26 |  1310.29  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          26 |          681 |           0 |      135 | 184102           |       0 |        51529.6 |          1178 |     100467 |   60171 |  19895.3 |   9588 |       20922.7  | 395424           |          879 |        189 |                 1021 |                   442 |                58 |       13816 |          355 |                72 |       1032 |               9454 |          11 |  75134   |           37016 |            147 |                       376 |   41215.3 |          3211    |  83893.6         |                            0 |   707.398 |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          27 |          747 |           0 |      569 | 466299           |       0 |       124812   |          1851 |     157228 |  155828 |  48943.5 |  43338 |       32108.2  | 630460           |         4271 |        302 |                 1637 |                  1342 |                75 |       24532 |          489 |              1959 |        982 |              33856 |         136 |  57729   |           41623 |            815 |                       961 |   89702.2 |         18611.9  | 327306           |                            0 |  5727.99  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          28 |         1281 |           0 |      318 | 410728           |       0 |       119219   |          1430 |     201543 |  130159 |  64915.5 |  51639 |       23134.9  | 715084           |         1100 |        274 |                 3487 |                  1581 |                74 |       30979 |            0 |               213 |       2049 |              28749 |          19 |  38409.1 |           54822 |            332 |                       438 |   51835.8 |         12425.6  | 194019           |                          335 |  1242.6   |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          30 |          752 |           5 |       86 | 206348           |       0 |        38196   |           607 |     106947 |   52000 |  23209   |  31419 |       17219.9  | 340010           |          600 |        294 |                 1820 |                   838 |                91 |       16118 |           44 |                 0 |       1254 |              12843 |          30 |  13663.2 |           24399 |            131 |                       376 |   25466.9 |          5882    |  65916.7         |                           10 |   580     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          31 |         1649 |          10 |      496 | 361145           |       0 |       105739   |          1008 |     269017 |  133928 |  53090.3 |  56259 |       28001.8  | 837505           |         1602 |        193 |                 1667 |                  1511 |                85 |       37924 |          377 |               192 |       3276 |              10085 |          56 |  71939.3 |           60904 |            232 |                       803 |   40403.5 |         16350    | 180728           |                           61 |  1193     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          32 |          393 |          10 |       35 | 121829           |       0 |        22602   |           426 |      92012 |   33217 |  20342   |  32549 |        9443.35 | 298024           |          328 |        136 |                 1576 |                   357 |                48 |       14485 |            0 |                 0 |        514 |              17726 |           2 |  13257.6 |           21896 |             21 |                       223 |   15749   |          2174    |  26839.2         |                            0 |    80     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          33 |         1472 |           0 |      213 | 317827           |       0 |        70900   |          1305 |     256332 |  104182 |  50051   |  44165 |       18235.8  | 726665           |          763 |        212 |                 8110 |                  1579 |                33 |       36369 |            0 |                39 |       2873 |              13682 |         101 |  57611.6 |           55384 |             49 |                       555 |   53872.1 |          9426    | 197813           |                            0 |   382     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          34 |          907 |          15 |      664 | 539743           |       0 |       177628   |          2496 |     242513 |  154051 |  64808.4 |  28486 |       46471.3  | 941306           |         1217 |        615 |                 4423 |                  4686 |               181 |       40484 |          517 |               249 |       3807 |              18586 |          31 |  47539.2 |           84403 |            333 |                       805 |   42559.5 |          8376    | 126330           |                          482 |   815     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          35 |          880 |           8 |       56 | 204452           |       0 |        21570   |           341 |     107943 |   38201 |  16551   |  44832 |        9281.79 | 399680           |          511 |        207 |                 1487 |                  1035 |                44 |       13884 |            0 |                23 |        501 |               9223 |          11 |  36328.2 |           19154 |             17 |                       166 |   16127.6 |          3160    |  46697.8         |                            0 |    85     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          36 |          659 |           0 |      223 | 407008           |       0 |       126097   |          1040 |     191193 |  115276 |  41488.9 |  26466 |       18617.6  | 706483           |         1160 |        123 |                 5035 |                  1259 |                33 |       27917 |           39 |              1475 |        756 |              33017 |          32 |  40984.6 |           49734 |            137 |                       383 |   27565.1 |         10804    | 197324           |                          150 |   122.39  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          37 |          758 |           0 |      966 | 549869           |       0 |       142820   |          1972 |     284986 |  250680 |  35252.1 |  44429 |       57863.4  | 956768           |        12865 |        496 |                 3987 |                  1565 |                87 |       38739 |         4214 |              2848 |       1705 |              27782 |         409 |  74554.8 |           62319 |           1465 |                      1393 |   72626   |         39640.9  | 517333           |                           41 |  5921.97  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          38 |         1353 |           0 |      891 | 408835           |       0 |       127497   |          2208 |     245613 |  210421 |  39517   |  28546 |       53984.5  | 879487           |         6364 |        461 |                 4696 |                  1975 |                80 |       43002 |         3725 |              1666 |       4075 |              20473 |         305 |  47760.5 |           78406 |            694 |                      1504 |   44382.9 |         30159.8  | 371625           |                           84 |  4768.71  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          39 |         1969 |          31 |      689 | 429517           |       0 |       157628   |          1736 |     265198 |  106569 |  35324.6 |  81803 |       19551.8  | 861564           |         6226 |        466 |                 4328 |                  2484 |                83 |       37679 |          854 |              1593 |       1521 |              14102 |          80 |  30359.6 |           59930 |            391 |                      1034 |   48966   |         17660.5  | 225915           |                          475 |  2020.49  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          40 |          950 |          59 |      237 | 448533           |       0 |        87472   |          1215 |     286296 |  112305 |  58156   |  35594 |       16667.8  | 938680           |         1804 |        262 |                 5039 |                  2591 |                72 |       41556 |            0 |                33 |       2013 |              15022 |          65 |  26569.6 |           57320 |            163 |                       753 |   39906.8 |         10589    | 155529           |                            6 |   755     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          41 |          878 |           0 |      750 | 304475           |       0 |        88042.3 |          1367 |     176176 |  118171 |  43292   |  25720 |       39008.7  | 583290           |         5307 |        157 |                 2339 |                  2143 |                78 |       26484 |         1003 |              1658 |       2039 |              17275 |         487 |  36133.9 |           49578 |            665 |                       867 |   39109.7 |         13532.4  | 230741           |                           29 |  1612.15  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          43 |         1454 |          11 |      230 | 681454           |       0 |        61659   |           958 |     226849 |   77400 |  48594   |  38520 |       12211.8  | 716729           |          994 |        438 |                 3584 |                  1884 |                46 |       29438 |            0 |                25 |       1607 |              21533 |          68 |  33077.9 |           48962 |             22 |                       444 |   39739.8 |         13823    |  89600.5         |                            0 |   104     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          44 |         4844 |           0 |     1846 |      1.64034e+06 |       0 |       289344   |          4494 |     603908 |  593733 | 130203   | 149383 |      147917    |      2.13973e+06 |        20493 |        978 |                15394 |                  4334 |               330 |       77051 |         4294 |              2187 |       4788 |              85043 |         871 | 236188   |          117491 |           3148 |                      5854 |  323760   |        113601    |      1.51214e+06 |                         1703 | 30285.9   |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          45 |         3401 |           0 |     1506 |      1.28466e+06 |       0 |       238355   |          4448 |     541718 |  482496 | 130184   |  95810 |      127442    |      1.98338e+06 |        21068 |        248 |                 8186 |                  3730 |               346 |       77768 |         3078 |              2000 |       1268 |              46557 |         464 | 281265   |          125486 |           2617 |                      3898 |  321656   |         75406.5  | 949969           |                         2005 | 22807.5   |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          46 |         3089 |           0 |     1878 | 868810           |       0 |       145105   |          2802 |     470157 |  311728 | 169747   |  38592 |       95162.5  |      1.65102e+06 |         9602 |        242 |                 7008 |                  2413 |               311 |       87924 |         3994 |              1567 |       1435 |              31309 |         141 | 284539   |          151247 |           2237 |                      3487 |  235357   |         38347.9  | 401026           |                         1915 |  9583.63  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          47 |         3544 |           0 |     1914 |      1.25432e+06 |       0 |       231271   |          2748 |     509641 |  429497 | 133197   |  75442 |       99498.1  |      1.89454e+06 |        16021 |        266 |                 7541 |                  3237 |               361 |       83626 |         3375 |              2874 |        769 |              38263 |         341 | 200288   |          145643 |           1972 |                      3736 |  275571   |         62654.5  | 847813           |                         1198 | 18939.3   |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          48 |         3082 |           0 |     1621 | 691855           |       0 |       125751   |          2983 |     444796 |  256330 | 133549   |  28764 |       68239.4  |      1.48463e+06 |         9375 |        179 |                 6596 |                  1753 |               206 |       80883 |         2553 |               853 |       1281 |              26821 |          84 | 220720   |          137451 |           1541 |                      3182 |  196872   |         24972.3  | 294980           |                         2352 |  6263.14  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          49 |         2222 |           0 |     1312 |      1.0771e+06  |       0 |       200632   |          3586 |     359860 |  390981 |  73180.6 |  96377 |       91494.8  |      1.33785e+06 |        15402 |        449 |                 6276 |                  2421 |               162 |       46074 |         1761 |              3397 |       1875 |              50347 |         579 | 156508   |           73404 |           1496 |                      4379 |  206421   |         67254.7  | 924508           |                          802 | 19952.2   |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          50 |         2718 |           0 |     1207 | 666080           |       0 |       118571   |          4319 |     353393 |  233175 |  99973.3 |  25760 |       64596    |      1.25922e+06 |         9603 |        426 |                11610 |                  4271 |               161 |       53193 |         2594 |               923 |       1506 |              27768 |         249 | 153178   |           98143 |           1104 |                      2662 |  122519   |         29537.3  | 336572           |                         1010 |  6540.01  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          51 |         1269 |           0 |     1102 | 949682           |       0 |       194700   |          1859 |     346384 |  363804 |  61633.2 |  82337 |       79502.3  |      1.13511e+06 |         8315 |        358 |                 3988 |                  2078 |               264 |       41135 |          541 |              3168 |       1666 |              40212 |         735 | 155523   |           66719 |           2214 |                      1779 |  219006   |         43273.6  | 833112           |                          682 | 17427.1   |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          53 |          494 |           0 |      353 | 149367           |       0 |        46757.6 |           554 |      85231 |   45597 |  19866.1 |   9951 |       15870    | 261954           |         1664 |        131 |                 1299 |                   580 |                25 |       12190 |          337 |               212 |        884 |              12334 |          86 |  25050.8 |           22167 |            141 |                       318 |   22301.4 |          7113.07 | 139518           |                           62 |   674.522 |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          54 |         1070 |          12 |       81 | 227292           |       0 |        47911   |           569 |     208555 |   38337 |  35733   |  16032 |        6036.35 | 507256           |         1625 |        153 |                 2473 |                  1258 |                45 |       25336 |            0 |                 0 |       1266 |               5932 |          34 |  11188.9 |           34686 |             18 |                       366 |   11970.2 |         13763    |  66997.9         |                            7 |   466     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+


Matriz de vendas por loja e família para o ano 2015:
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|   store_nbr |   AUTOMOTIVE |   BABY CARE |   BEAUTY |        BEVERAGES |   BOOKS |   BREAD/BAKERY |   CELEBRATION |   CLEANING |   DAIRY |     DELI |   EGGS |   FROZEN FOODS |        GROCERY I |   GROCERY II |   HARDWARE |   HOME AND KITCHEN I |   HOME AND KITCHEN II |   HOME APPLIANCES |   HOME CARE |   LADIESWEAR |   LAWN AND GARDEN |   LINGERIE |   LIQUOR,WINE,BEER |   MAGAZINES |    MEATS |   PERSONAL CARE |   PET SUPPLIES |   PLAYERS AND ELECTRONICS |   POULTRY |   PREPARED FOODS |          PRODUCE |   SCHOOL AND OFFICE SUPPLIES |   SEAFOOD |
+=============+==============+=============+==========+==================+=========+================+===============+============+=========+==========+========+================+==================+==============+============+======================+=======================+===================+=============+==============+===================+============+====================+=============+==========+=================+================+===========================+===========+==================+==================+==============================+===========+
|           1 |          893 |           0 |      615 | 436396           |       0 |       103837   |          2917 |     192453 |  185862 |  39863.7 |  38269 |       44800.7  | 631234           |         6721 |        389 |                 6247 |                  4694 |               112 |       28978 |         2613 |              2382 |       1867 |              31247 |         721 |  95726.2 |           38580 |            887 |                      1487 |  84058    |         24857.7  | 402378           |                           57 |  7260.6   |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|           2 |         1260 |           0 |      911 | 569061           |       0 |       146872   |          1915 |     239675 |  211736 |  65456.7 |  41927 |       43801.5  | 944709           |         8676 |        272 |                 6120 |                  4237 |               103 |       43255 |         3775 |              1410 |       1603 |              22234 |         626 | 120175   |           64087 |           1050 |                      1298 | 127695    |         29376.6  | 391305           |                          112 |  8524.03  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|           3 |         1899 |           0 |     1773 |      1.54924e+06 |       0 |       277171   |          7257 |     503933 |  504151 |  94713.4 | 120351 |      119063    |      1.81694e+06 |        19221 |        753 |                15525 |                 11491 |               405 |       76230 |         6176 |              4391 |       6692 |              58841 |        2476 | 198394   |          112186 |           2513 |                      4307 | 303449    |         87163.3  |      1.24188e+06 |                           83 | 27667.2   |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|           4 |          804 |           0 |      761 | 478801           |       0 |        99770.5 |          1907 |     211684 |  187809 |  51975.9 |  38039 |       42343.7  | 773341           |         5333 |        194 |                 5231 |                  3192 |               111 |       35913 |         3012 |              1414 |        854 |              18970 |         629 |  82368.2 |           52373 |            812 |                      1280 | 114087    |         22740.6  | 360843           |                           11 |  7838.56  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|           5 |         1214 |           0 |     1237 | 367456           |       0 |       103243   |          4097 |     246807 |  133633 |  65030   |  26521 |       54435    | 757320           |         5406 |        277 |                 6169 |                 13488 |               135 |       36682 |         1731 |               298 |       4328 |              18884 |         819 |  70066.2 |           69887 |            354 |                      1092 |  66556.5  |         23961    | 253774           |                           19 |  3945.78  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|           6 |         1162 |           0 |     1237 | 637720           |       0 |       130884   |          2393 |     284735 |  225158 |  83821   |  44257 |       61597.8  |      1.03734e+06 |         8469 |        243 |                 4817 |                  6699 |               126 |       46266 |         3742 |              1084 |       1573 |              22589 |         744 | 115986   |           74090 |           1111 |                      1583 | 153179    |         30842.6  | 397108           |                           50 | 10365.2   |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|           7 |         1136 |           0 |      894 | 858968           |       0 |       171503   |          2879 |     294870 |  340897 |  44748.5 |  72897 |       69612.2  | 986948           |        11128 |        620 |                 4135 |                  5012 |               199 |       40259 |         1574 |              3558 |       2220 |              40969 |        1591 | 132455   |           57480 |            774 |                      1464 | 176417    |         48100.8  | 863940           |                           71 | 17130.1   |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|           8 |         1356 |           0 |     1409 | 829006           |       0 |       185817   |          4868 |     303621 |  341067 |  67434.4 |  71926 |       68744    |      1.09748e+06 |         9642 |        469 |                10576 |                  8031 |               279 |       55001 |         4628 |              3512 |       5220 |              42053 |        1456 | 133118   |           74583 |           2128 |                      2255 | 158399    |         49808    | 717459           |                           94 | 13637.7   |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|           9 |         3816 |          29 |     1079 | 602479           |       0 |       126751   |          2179 |     406148 |  170114 | 157407   |  46450 |       36894.2  |      1.34591e+06 |         2798 |        398 |                 8160 |                  6048 |               110 |       69542 |         2023 |              1105 |       1687 |              14678 |         322 |  89131.2 |          105993 |            586 |                      1752 | 110151    |         18698.6  | 224517           |                          863 |  3436.01  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          10 |          689 |          10 |      247 | 202325           |       0 |        26103   |           504 |     201673 |   55530 |  66644   |  12424 |       14075    | 568980           |          718 |        204 |                 2209 |                  2247 |                39 |       29902 |          653 |                 9 |        549 |               3064 |          44 |  40217.5 |           43604 |             32 |                       453 |  43613.2  |          4560    |  35536.8         |                          110 |   848     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          11 |         1505 |          28 |      781 | 868289           |       0 |       147126   |          2415 |     474349 |  119481 | 112619   |  38545 |       29951.5  |      1.52196e+06 |         3803 |        165 |                 7430 |                  4847 |                91 |       80482 |         1700 |               280 |       2624 |              13428 |         224 | 153167   |           90867 |            200 |                      1563 | 127633    |         15353.5  | 192070           |                          746 |  1630     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          12 |         1013 |           0 |      208 | 289310           |       0 |        38467   |          1268 |     175191 |   70640 |  47756   |  15912 |       14065.1  | 560779           |         1412 |        222 |                 3817 |                  2445 |                35 |       27383 |            0 |                 0 |       1515 |               8925 |         136 |  32496   |           37833 |             71 |                       680 |  42751.6  |          8775    |  52364.3         |                          134 |   412     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          13 |         1435 |           0 |      255 | 326335           |       0 |        48765   |          1068 |     222340 |   69995 |  46212   |  14921 |       14167.7  | 782785           |         2113 |        142 |                 3628 |                  3302 |                38 |       28604 |          541 |                 4 |        487 |               9503 |          58 |  41480.2 |           48418 |             20 |                       532 |  31051.9  |          9769    |  29044.9         |                          113 |   311     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          14 |          728 |           0 |      141 | 224751           |       0 |        53438   |          1051 |     266653 |   91023 |  73121   |   9730 |       19423.1  | 638409           |         1780 |         51 |                 4646 |                  4414 |                36 |       40167 |            0 |                 0 |       1312 |               6727 |         161 |  61697.8 |           77921 |             91 |                       551 |  22679.2  |         17583    |  55356.5         |                          174 |   901     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          15 |          673 |         470 |      422 | 330084           |       0 |        40090   |          1042 |     239502 |   83565 |  82274   |  27606 |       22137.7  | 705954           |         2850 |        228 |                13032 |                  3046 |                22 |       39520 |         1033 |                 0 |       1168 |               6610 |         124 |  33269.4 |           49938 |             29 |                       711 |  38574.8  |          7512    | 113872           |                           75 |  1331     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          16 |         1661 |          28 |      156 | 264171           |       0 |        50084   |           670 |     252257 |   61200 |  59947   |  39939 |       10404.3  | 622918           |         1333 |        150 |                 4618 |                  3017 |                35 |       34355 |            0 |                 9 |       1115 |               6621 |          99 |  19619.2 |           51854 |              7 |                       537 |  23833.3  |         10115    |  90633.5         |                            1 |   672     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          17 |         1284 |           9 |      230 | 562670           |       0 |        50387   |          1035 |     250829 |  126406 | 109596   |  40264 |       24523.6  | 861949           |         2014 |         81 |                 5001 |                  3864 |                 4 |       44747 |          706 |                84 |       1554 |               8145 |         154 |  64928.6 |           52575 |            112 |                      1154 |  66277.4  |         16534    | 164134           |                          145 |  2548     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          18 |          855 |           9 |      294 | 409335           |       0 |       172864   |           760 |     142150 |  115895 |  54031.8 |  40387 |       14472.8  | 590031           |         4824 |        112 |                 4935 |                  2511 |                35 |       27442 |         1203 |               138 |        745 |              17057 |         236 |  26216.6 |           34001 |            390 |                      1117 |  56734.9  |         11927    | 212600           |                          175 |  1437.91  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          19 |         1654 |           6 |      313 | 537082           |       0 |        45520   |          1341 |     232638 |   69064 |  78234   |  17057 |       20167.1  | 728512           |         2555 |        239 |                 5517 |                  3495 |                50 |       27830 |         1159 |                 0 |       1115 |               9997 |         193 |  31758.5 |           46882 |             99 |                       635 |  30959.3  |          8148    |  64288.8         |                           87 |  1226     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          20 |         1731 |          32 |      660 | 410294           |       0 |        93748   |          1064 |     230937 |  110750 | 100818   |  20651 |       23408.2  | 829428           |         2756 |        144 |                 4635 |                  2731 |                37 |       40360 |          803 |              1165 |        576 |              10103 |          91 |  51166.4 |           67739 |            264 |                       583 |  62326.1  |         13217.2  | 132502           |                          307 |  1804.3   |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          21 |         1051 |           5 |      489 | 256762           |       0 |        60626   |          1191 |     129760 |   47953 |  35452.7 |  17488 |       11794.3  | 453915           |         1789 |        104 |                 4205 |                  3540 |                18 |       35638 |          485 |               223 |       1173 |               6655 |         142 |  12485.1 |           34178 |            111 |                       758 |  21012.7  |          8448.17 | 147856           |                          198 |   607     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          22 |          325 |           0 |       78 |  60466           |       0 |         6833   |           548 |      35145 |   14738 |   8423   |   2852 |        9609.67 | 129835           |          376 |         82 |                 3753 |                  1058 |                29 |        7632 |            0 |                 9 |        606 |               2074 |         154 |   9474.6 |            9595 |             27 |                       306 |   4320.12 |          2299    |  20633.6         |                            4 |    97     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          23 |          531 |           0 |      371 | 257793           |       0 |        70148.9 |          2035 |     141103 |  116175 |  34000.7 |  13004 |       30075.2  | 481224           |         6298 |          0 |                 1954 |                  3553 |                42 |       21952 |         1395 |               108 |       1051 |              14657 |         384 | 132372   |           34255 |            260 |                       517 |  77210.2  |         13202.1  | 193560           |                           44 |  4540.77  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          24 |          746 |           0 |     1163 | 743593           |       0 |       195107   |          3166 |     304270 |  303916 |  74314.2 |  51293 |       76403.3  |      1.03906e+06 |         9857 |        348 |                 5268 |                 12836 |               133 |       46598 |         1929 |              2329 |       1873 |              28102 |        1692 | 104088   |           71788 |           1852 |                      1766 | 146774    |         34715.7  | 605153           |                           74 | 11318.2   |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          25 |          399 |           0 |      494 | 423413           |       0 |        75215.7 |          1111 |     116091 |  118890 |  34468   |  26336 |       44756.2  | 421079           |         2863 |        188 |                 6408 |                  4823 |                33 |       16306 |            0 |              1762 |       2002 |              35436 |         649 |  54976.4 |           26259 |            432 |                       494 |  44681.6  |         14354.6  | 205798           |                           26 |  1431.09  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          26 |          569 |           0 |      204 | 174810           |       0 |        50836.1 |          1058 |      93909 |   52905 |  21154.9 |   8659 |       28030    | 372728           |          797 |        176 |                 1954 |                  1729 |                48 |       12753 |          395 |               110 |        425 |               7256 |          39 |  78204.6 |           35592 |             73 |                       240 |  37615.6  |          3984    |  82822.4         |                           16 |   981.786 |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          27 |          888 |           0 |      866 | 535304           |       0 |       141714   |          2045 |     189985 |  191486 |  63747.8 |  48108 |       39238    | 750116           |         5418 |        431 |                 2807 |                  4502 |                95 |       29865 |         1036 |              2386 |       1295 |              28013 |         458 |  67422.2 |           47948 |           1042 |                      1109 | 100139    |         22995.2  | 387606           |                           34 |  6664.78  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          28 |         1810 |           0 |      353 | 496373           |       0 |       130784   |          1646 |     232522 |  140483 |  90331.3 |  59778 |       25669.8  | 834805           |         1396 |        321 |                 6543 |                  3040 |               105 |       36681 |            0 |               296 |       1499 |              22338 |          92 |  49814.5 |           71767 |            402 |                       679 |  54586    |         14624.1  | 215958           |                          185 |  1631.4   |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          29 |          964 |           1 |      373 | 346544           |       0 |       104979   |          1258 |     157782 |   99292 |  50505.2 |  30392 |       18263.6  | 557446           |         1822 |        166 |                 3582 |                  2750 |                43 |       31747 |            0 |                71 |        865 |              16815 |         130 |  24902.1 |           44376 |            329 |                       686 |  36678.2  |         11133.5  | 157700           |                          269 |  1148     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          30 |          917 |           5 |      184 | 235085           |       0 |        38811   |           702 |     120750 |   57728 |  28135   |  34575 |       17517.8  | 380234           |          827 |        270 |                 3079 |                  1681 |                57 |       18720 |           95 |                 0 |        925 |              14531 |          80 |  15317.9 |           25677 |            135 |                       655 |  26338    |          5860    |  78679.9         |                            0 |   650     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          31 |         2066 |         210 |      473 | 449053           |       0 |       119729   |          1166 |     305360 |  141269 |  68917.9 |  63915 |       33630.1  | 942911           |         2604 |        209 |                 3893 |                  4347 |               101 |       44769 |          349 |               190 |       4136 |               7850 |         112 |  82272   |           72810 |            237 |                      1106 |  40861.6  |         20394    | 195661           |                          122 |  1315     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          32 |          415 |          12 |       61 | 131302           |       0 |        23746   |           503 |     101199 |   33361 |  26386   |  34040 |        9727.97 | 321081           |          314 |        117 |                 2085 |                   845 |                36 |       15098 |            0 |                 5 |        532 |              26886 |          11 |  13867   |           22287 |             22 |                       165 |  15291.8  |          2475    |  26219.9         |                            0 |   180     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          33 |         1967 |           6 |      216 | 329250           |       0 |        71076   |          1328 |     262311 |   94396 |  52884   |  44316 |       23983.7  | 727691           |          650 |        112 |                11315 |                  4684 |                37 |       36434 |            0 |                 2 |       4149 |              14658 |         216 |  64009.6 |           56030 |             69 |                       639 |  57159.8  |          9306    | 197085           |                            1 |   393     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          34 |          846 |          28 |      583 | 584019           |       0 |       164793   |          1599 |     232569 |  133286 |  68946.3 |  27219 |       39677.4  | 877975           |         1085 |        444 |                 7183 |                  7075 |               158 |       37671 |          696 |               150 |       2292 |              11656 |         216 |  44854.1 |           81693 |            382 |                       703 |  32939.6  |          8671.28 | 121238           |                          611 |   636     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          35 |         1095 |           0 |       51 | 312262           |       0 |        23281   |           411 |     128241 |   40796 |  22870   |  61598 |       12379.5  | 468237           |          737 |        196 |                 1907 |                  1997 |                42 |       15791 |            0 |                 0 |        252 |               8128 |          51 |  40576.1 |           21688 |             11 |                       128 |  15023    |          4729    |  54446.3         |                            4 |   139     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          36 |         1081 |           7 |      323 | 555552           |       0 |       136551   |          1411 |     254003 |  135504 |  68571.3 |  33226 |       25505.1  | 912643           |         1685 |        106 |                 7442 |                  5447 |                44 |       40302 |            8 |              1351 |        894 |              37543 |         100 |  59700.4 |           65103 |            182 |                       688 |  36487.7  |         15387.3  | 243647           |                          193 |   278     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          37 |         1028 |           0 |      928 | 524321           |       0 |       154878   |          2293 |     281066 |  245857 |  42398.5 |  41218 |       65406.8  | 959664           |        12832 |        562 |                 7187 |                  6704 |                81 |       41297 |         3656 |              3367 |       1227 |              32134 |        1055 |  67580.2 |           64897 |           1502 |                      1412 |  73238.7  |         35720.1  | 487936           |                           61 |  5888.2   |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          38 |         1590 |           0 |     1052 | 398947           |       0 |       139994   |          2440 |     255747 |  197364 |  42520.1 |  25722 |       65024.7  | 877038           |         7379 |        423 |                 7971 |                  5437 |                22 |       48781 |         3371 |              1761 |       2806 |              22604 |         866 |  50358   |           84426 |            718 |                      1044 |  40331.2  |         31606.9  | 372602           |                           53 |  4739.87  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          39 |         2103 |          26 |      709 | 516739           |       0 |       172179   |          1769 |     320906 |  119529 |  50107.4 | 124522 |       25146.7  | 968430           |         7414 |        377 |                 7433 |                  4459 |                94 |       46175 |          884 |              1724 |       1626 |              20177 |         382 |  34399   |           69212 |            380 |                      1060 |  53261    |         20051.5  | 257786           |                          620 |  2555.62  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          40 |          983 |          57 |      223 | 592892           |       0 |       100086   |          1630 |     361214 |  120523 |  71892   |  39742 |       24056.6  |      1.12869e+06 |         2550 |        147 |                 7933 |                  5128 |                70 |       52097 |            0 |                 7 |       2593 |              18695 |         164 |  30818.8 |           78354 |            161 |                       973 |  43737.9  |         14759    | 174584           |                           11 |   845     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          41 |          982 |           0 |      981 | 341715           |       0 |       109177   |          1592 |     204301 |  134101 |  46975.6 |  29487 |       56050.5  | 678421           |         5691 |        154 |                 6150 |                  7190 |                47 |       32667 |         1312 |              1630 |       1905 |              19692 |        1173 |  42079.2 |           59755 |            818 |                       861 |  41610.9  |         14611.8  | 269778           |                           43 |  2342.66  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          42 |          256 |           0 |      388 | 184822           |       0 |        41643.4 |           999 |      69712 |   63640 |  11742.7 |   9617 |       22341.6  | 256275           |         2921 |         79 |                 2082 |                  5495 |                27 |       16030 |         1318 |              1239 |        467 |               7302 |         513 |  16744.6 |           17572 |            473 |                       530 |  19290.7  |          7473.9  | 213031           |                           30 |  1522.05  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          43 |         1759 |          11 |      217 | 820277           |       0 |        70052   |          1156 |     266148 |   75658 |  67955   |  41628 |       14923.2  | 835386           |          814 |        293 |                 5656 |                  4169 |                31 |       35671 |            0 |                 0 |        711 |              17939 |         247 |  38503.9 |           54835 |             69 |                       922 |  42697.4  |         14588    | 104182           |                           19 |   147     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          44 |         4394 |           0 |     2143 |      1.71657e+06 |       0 |       289280   |          6276 |     585473 |  580575 | 126913   | 137661 |      161018    |      2.12824e+06 |        18706 |       1143 |                31067 |                 14541 |               370 |       78768 |         4309 |              1710 |       4975 |              89072 |        2137 | 219803   |          114259 |           3439 |                      6046 | 302243    |        107758    |      1.48211e+06 |                         4463 | 29001.3   |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          45 |         3589 |           0 |     1816 |      1.42744e+06 |       0 |       272293   |          6119 |     565392 |  492897 | 144826   |  87241 |      140103    |      2.145e+06   |        19129 |        200 |                17006 |                 13905 |               287 |       91143 |         2879 |              2627 |       1043 |              61833 |        1549 | 266245   |          138260 |           2354 |                      4690 | 312779    |         72518.7  | 934606           |                         2407 | 21593.5   |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          46 |         3310 |           0 |     2477 | 939087           |       0 |       163223   |          3707 |     485336 |  315727 | 187119   |  34478 |      114684    |      1.75837e+06 |        11093 |        271 |                 7952 |                 10058 |               277 |       92276 |         3463 |              1623 |       1312 |              34819 |         724 | 290027   |          162746 |           2404 |                      2776 | 232027    |         39368.7  | 413561           |                         1561 | 12047.2   |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          47 |         3453 |           0 |     2423 |      1.38267e+06 |       0 |       263276   |          5152 |     526571 |  463975 | 147585   |  75231 |      124162    |      2.05037e+06 |        19079 |        382 |                12866 |                 11518 |               354 |       93563 |         3541 |              2824 |       1140 |              44110 |        1281 | 212771   |          157976 |           2487 |                      3811 | 275436    |         61494.9  | 879164           |                         2200 | 21521     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          48 |         3114 |           0 |     1987 | 716732           |       0 |       135036   |          3490 |     452665 |  251321 | 140987   |  27775 |       83020.4  |      1.56434e+06 |        10816 |        164 |                10664 |                 10965 |               165 |       83331 |         2801 |               825 |        988 |              27205 |         488 | 229158   |          149407 |           1733 |                      2598 | 216059    |         26648.2  | 304662           |                         2169 |  7491.98  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          49 |         2266 |           0 |     1515 |      1.32477e+06 |       0 |       286174   |          5705 |     425133 |  481392 |  89939.4 | 104311 |      122396    |      1.64679e+06 |        17496 |        329 |                14422 |                  7620 |               290 |       66665 |         2058 |              3495 |       1991 |              61423 |        1905 | 190280   |           92970 |           1966 |                      5158 | 241795    |         74210.3  |      1.14151e+06 |                         1704 | 22896.2   |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          50 |         2390 |           0 |     1546 | 668590           |       0 |       142076   |          5328 |     361742 |  225753 | 109400   |  24149 |       78694.5  |      1.34012e+06 |        11350 |        385 |                16393 |                 21492 |               155 |       60194 |         2586 |               966 |       1112 |              31553 |         850 | 123444   |          111731 |           1213 |                      2996 | 105096    |         26779.9  | 339142           |                         2405 |  5159.96  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          51 |         1536 |           0 |      916 | 977797           |       0 |       217868   |          2967 |     367138 |  374265 |  62448   |  81670 |       86226.5  |      1.19164e+06 |         8471 |        334 |                 7869 |                  4954 |               306 |       50523 |          493 |              3049 |       1511 |              42853 |        1322 | 160960   |           68440 |           2167 |                      1404 | 207111    |         39029.4  | 842575           |                          382 | 17797.3   |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          53 |          778 |           0 |      738 | 276080           |       0 |        83156.2 |          1178 |     155416 |   81768 |  39330   |  17717 |       37293.8  | 466862           |         2866 |        199 |                 3309 |                  2733 |                17 |       22236 |          491 |               309 |        915 |              30593 |         337 |  47910.4 |           40599 |            308 |                       603 |  44587.4  |         14985.4  | 230644           |                           61 |  1030.96  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          54 |         1358 |          50 |      143 | 281256           |       0 |        53213   |           697 |     238656 |   39815 |  45358   |  19886 |        8524.14 | 577832           |         2458 |        125 |                 4409 |                  2867 |                40 |       28570 |            0 |                 0 |        775 |               6409 |          75 |  12593.7 |           42423 |             14 |                       369 |  12727.4  |         16672    |  76738.7         |                           13 |   456     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+


Matriz de vendas por loja e família para o ano 2016:
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|   store_nbr |   AUTOMOTIVE |   BABY CARE |   BEAUTY |        BEVERAGES |   BOOKS |   BREAD/BAKERY |   CELEBRATION |   CLEANING |   DAIRY |     DELI |   EGGS |   FROZEN FOODS |        GROCERY I |   GROCERY II |   HARDWARE |   HOME AND KITCHEN I |   HOME AND KITCHEN II |   HOME APPLIANCES |   HOME CARE |   LADIESWEAR |   LAWN AND GARDEN |   LINGERIE |   LIQUOR,WINE,BEER |   MAGAZINES |    MEATS |   PERSONAL CARE |   PET SUPPLIES |   PLAYERS AND ELECTRONICS |   POULTRY |   PREPARED FOODS |          PRODUCE |   SCHOOL AND OFFICE SUPPLIES |   SEAFOOD |
+=============+==============+=============+==========+==================+=========+================+===============+============+=========+==========+========+================+==================+==============+============+======================+=======================+===================+=============+==============+===================+============+====================+=============+==========+=================+================+===========================+===========+==================+==================+==============================+===========+
|           1 |         1203 |           0 |      790 | 562304           |      79 |       109316   |          4658 |     190294 |  201515 |  35456.6 |  35879 |       37903.9  | 714386           |         5397 |        458 |                 6131 |                  7458 |                49 |       45881 |         3974 |              2299 |        995 |              29928 |        1840 |  88381.3 |           41174 |           1436 |                      2817 |   81423.1 |         24277.8  | 671081           |                           70 |  7195.01  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|           2 |         1466 |          25 |     1466 | 696371           |     128 |       157736   |          3375 |     231739 |  220895 |  57295.1 |  40256 |       45235.8  |      1.23286e+06 |         6937 |        331 |                 5857 |                  5560 |               103 |       70240 |         5324 |              1648 |       1317 |              22406 |        1849 | 140713   |           73162 |           2003 |                      1827 |  122205   |         30522    | 643078           |                          246 |  8251.07  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|           3 |         2550 |         166 |     2921 |      1.88405e+06 |     219 |       313364   |         12468 |     495442 |  547072 |  88440.9 | 115904 |      118598    |      1.978e+06   |        17873 |        773 |                15551 |                 14941 |               441 |      113875 |         9226 |              5776 |       5536 |              56933 |        5722 | 209943   |          122931 |           4065 |                      5755 |  294142   |         89165.3  |      2.0404e+06  |                          335 | 24912.6   |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|           4 |          899 |           4 |     1167 | 618322           |     113 |       101302   |          2464 |     202277 |  196773 |  50255.1 |  35915 |       38766    | 840014           |         4379 |        321 |                 4253 |                  3306 |                56 |       53746 |         4528 |              1914 |        678 |              19292 |        1735 |  87131.4 |           54775 |           1654 |                      1800 |  108755   |         21246.1  | 596472           |                          150 |  7527.28  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|           5 |         1446 |          89 |     1403 | 430012           |      91 |        86961.7 |          6501 |     217316 |  129940 |  52655.6 |  21233 |       41852.1  | 736940           |         4372 |        231 |                 6006 |                  6115 |                92 |       47844 |         2838 |               450 |       2817 |              15732 |        1790 |  59751.7 |           60796 |            813 |                      1997 |   55130.5 |         17840.2  | 373742           |                           41 |  2859.13  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|           6 |         1191 |           0 |     1551 | 875444           |      51 |       138255   |          3507 |     280192 |  237906 |  76699.6 |  40082 |       53408    |      1.14872e+06 |         7063 |        244 |                 5772 |                 16003 |                 9 |       68430 |         5551 |              1761 |       1365 |              21045 |        1767 | 115505   |           73507 |           2107 |                      2436 |  149027   |         29615.6  | 643519           |                          214 | 10681.6   |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|           7 |         1213 |          11 |     1010 |      1.06953e+06 |     143 |       200241   |          4935 |     294345 |  375792 |  43364.9 |  74832 |       71591    |      1.1071e+06  |        10051 |        599 |                 5309 |                  5148 |               137 |       65181 |         2287 |              4330 |       1565 |              39600 |        3261 | 131081   |           61398 |           1556 |                      3072 |  182526   |         47467.3  |      1.46894e+06 |                          216 | 15903.9   |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|           8 |         1336 |          32 |     2148 |      1.06586e+06 |     105 |       207261   |          6892 |     299537 |  365089 |  65169.9 |  69682 |       64290.7  |      1.21631e+06 |         9022 |        596 |                10325 |                 11420 |               117 |       84373 |         7824 |              4115 |       4588 |              39537 |        3869 | 122800   |           84485 |           3770 |                      3972 |  157525   |         45617.3  |      1.17451e+06 |                          226 | 12827.4   |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|           9 |         3075 |          74 |     1549 | 773713           |       0 |       124946   |          3636 |     400110 |  194771 | 142679   |  45348 |       36533.4  |      1.54529e+06 |         1986 |        449 |                 9547 |                  5324 |                54 |      102042 |         2857 |              1012 |       1191 |              11535 |         754 |  94554.9 |          109521 |           1264 |                      2061 |  105777   |         23955.8  | 370005           |                         1816 |  3523.69  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          10 |          714 |         108 |      315 | 245615           |       0 |        24749   |           799 |     170878 |   67263 |  60877   |  12379 |       12045.9  | 605108           |          719 |         72 |                 2004 |                  1491 |                22 |       41660 |          786 |                 0 |        307 |               2332 |          97 |  38427.9 |           42477 |            123 |                      1003 |   37044.5 |          7554    |  55468.5         |                          224 |   823     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          11 |         1542 |          92 |     1766 |      1.05086e+06 |       0 |       141077   |          3299 |     465329 |  141213 | 115291   |  37757 |       28828    |      1.70769e+06 |         3564 |        135 |                 6927 |                  3915 |                61 |      116020 |         2686 |               297 |       1592 |              11592 |         702 | 155076   |          103565 |            400 |                      3086 |  122339   |         18450.9  | 313321           |                         1230 |  2209     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          12 |         1229 |          85 |      141 | 401083           |       0 |        40553   |          2253 |     191113 |  104864 |  59576   |  16096 |       14633.3  | 698544           |         1292 |        176 |                 3013 |                  3080 |                28 |       42408 |            0 |                 0 |        908 |               9649 |         387 |  50726   |           44497 |            161 |                      1159 |   43533.3 |         14618    |  83264           |                          138 |  1053     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          13 |         1263 |           0 |      247 | 363957           |       0 |        31658   |          1106 |     176890 |   71230 |  40340   |  11563 |        9179.57 | 685596           |         1319 |        206 |                 2934 |                  2383 |                19 |       36759 |          785 |                 0 |        425 |               8539 |         219 |  37408.7 |           47542 |             82 |                       947 |   25910.3 |          9324    |  46302.7         |                          115 |   592     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          14 |         1043 |           8 |      120 | 295969           |       0 |        43585   |          1582 |     277754 |  105153 |  62380   |   8322 |       20971.9  | 687891           |         1258 |        113 |                 3316 |                  4359 |                18 |       57666 |            0 |                 0 |        760 |               6187 |         428 |  68075.2 |           74455 |            175 |                      1397 |   15375.9 |         21555    |  90150.1         |                          120 |  1334     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          15 |          688 |         383 |      361 | 403441           |       0 |        36956   |           963 |     241609 |   94243 |  69782   |  22941 |       20914.9  | 756075           |         1731 |        225 |                 6964 |                  4392 |                11 |       58477 |         2081 |                 0 |       1126 |               6133 |         422 |  35258.2 |           49094 |            151 |                      1076 |   39955.5 |         10575    | 169063           |                          144 |  1272     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          16 |         1124 |          66 |      139 | 299034           |       0 |        38616   |          1200 |     189373 |   58852 |  44992   |  38852 |        9470.88 | 540186           |         1148 |        103 |                 3640 |                  2301 |                10 |       45294 |            0 |                 0 |        374 |               7112 |         284 |  13840.8 |           39358 |             74 |                       671 |   19245.4 |          9445    | 134406           |                          457 |   348     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          17 |         1655 |          97 |      568 | 744495           |       0 |        66640   |          1613 |     275017 |  162285 | 112979   |  65789 |       30822.4  |      1.093e+06   |         1516 |        165 |                 5342 |                  6836 |                46 |       71830 |          399 |                 0 |       1343 |               9884 |         637 |  65116.4 |           65293 |            361 |                      2033 |   76072.2 |         19773    | 322222           |                          143 |  3000     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          18 |          591 |          34 |      340 | 361672           |       0 |       101654   |          1085 |     119505 |   93524 |  37616   |  32279 |       11383.3  | 493614           |         2157 |        213 |                 3672 |                  2095 |                19 |       31975 |         1572 |               267 |        358 |              12193 |         540 |  19527.4 |           40795 |            428 |                      1369 |   33101.3 |          9175.84 | 262632           |                          212 |  1312.52  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          19 |         1748 |          69 |      402 | 543836           |       0 |        39739   |          2448 |     222124 |   78266 |  73205   |  18287 |       22032.1  | 787154           |         2070 |        300 |                 4409 |                  2556 |                 6 |       44611 |         1336 |                 0 |        744 |               8699 |         491 |  30662.3 |           47369 |            261 |                      1142 |   27128.1 |          9701    | 104096           |                          145 |  1141     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          20 |         1459 |         206 |     1235 | 697842           |       0 |        85503   |          1531 |     257058 |  156574 | 120410   |  26153 |       26217    |      1.33219e+06 |         2357 |        129 |                 5925 |                  2871 |                40 |       67425 |         1331 |               742 |        622 |               8506 |         299 |  69456   |           79455 |            540 |                      1226 |   92140.7 |         17562.6  | 217590           |                         1891 |  2579.9   |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          21 |         1939 |         190 |      934 | 513324           |       0 |        93382   |          1519 |     236522 |  110385 |  62540.4 |  44832 |       22314.6  | 841552           |         2396 |        210 |                 6561 |                  4914 |                64 |       62721 |          879 |               412 |       1479 |              12921 |         424 |  23556.4 |           63542 |            312 |                      1682 |   35897.8 |         17786.8  | 263298           |                          608 |  1027     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          22 |         1183 |          91 |      262 | 264668           |       0 |        30370   |          2026 |     132958 |   65385 |  36223   |  11755 |       16704    | 520803           |         1072 |        264 |                 8925 |                  3785 |                33 |       33606 |            0 |                 0 |       1535 |               6098 |         588 |  24297.7 |           33947 |            215 |                      1096 |   30954.9 |         11021    |  88330.8         |                          190 |   482     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          23 |          444 |           0 |      496 | 357330           |      38 |        70380.3 |          3858 |     140415 |  126055 |  31546.6 |  12916 |       28351.2  | 527418           |         6241 |         68 |                 2509 |                  3804 |                38 |       32537 |         2288 |               176 |        823 |              13648 |        1008 | 138330   |           35783 |            710 |                       906 |   84204   |         12019.9  | 331396           |                           89 |  4062.08  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          24 |          965 |          24 |     1596 | 910277           |      80 |       198393   |          5041 |     299822 |  324213 |  69164.3 |  51897 |       66068.8  |      1.0841e+06  |         7847 |        329 |                 5992 |                  9801 |                60 |       68342 |         3150 |              3917 |       2419 |              31052 |        3284 | 104946   |           73489 |           4045 |                      3290 |  140745   |         31973.4  | 986181           |                          206 |  9581.22  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          25 |          540 |          14 |      647 | 447839           |      47 |        67793.1 |          1300 |      98480 |  115484 |  27356   |  22269 |       35081.1  | 389043           |         2414 |        211 |                 5770 |                  3986 |                26 |       23149 |            0 |              2064 |        937 |              43267 |        1356 |  43812.6 |           23728 |            829 |                      1012 |   35287.3 |          9594.8  | 325977           |                           55 |  1291.48  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          26 |          939 |          52 |      329 | 213481           |       6 |        46011.6 |          1560 |      90901 |   52473 |  19131   |   7700 |       21235.9  | 371376           |          570 |        178 |                 2894 |                  2045 |                40 |       18135 |          248 |               235 |        436 |               7820 |         115 |  61931.1 |           37026 |            280 |                       340 |   34403   |          4659    | 131131           |                          377 |   710.912 |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          27 |         1396 |          30 |     1047 | 676626           |      28 |       153809   |          3679 |     194788 |  220462 |  62107.1 |  49342 |       39498.6  | 837163           |         4309 |        502 |                 3943 |                  4215 |                74 |       48652 |         1374 |              2830 |       1171 |              27140 |         983 |  72327.8 |           50144 |           1974 |                      2024 |   97755.2 |         21768.8  | 645279           |                          259 |  5910.57  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          28 |         1580 |           4 |      540 | 668316           |       0 |       124710   |          2580 |     248004 |  166812 |  87841.8 |  65471 |       28589.7  | 958777           |         1442 |        321 |                 8227 |                  3679 |               109 |       60764 |            0 |               297 |        921 |              19394 |         304 |  58896.4 |           78771 |            886 |                      1181 |   53498   |         17036.7  | 368822           |                         1041 |  1772     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          29 |         1285 |         158 |      692 | 584039           |       0 |       123262   |          2162 |     209538 |  154332 |  63972.7 |  46968 |       24458.9  | 839173           |         1868 |        233 |                 5803 |                  3916 |                32 |       51998 |            0 |               343 |        935 |              30893 |         316 |  30612   |           60770 |            967 |                      1114 |   45780.9 |         17050.9  | 305741           |                          594 |  1534     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          30 |          729 |          28 |      161 | 299375           |       0 |        38700   |           908 |     116667 |   67030 |  29524   |  38255 |       16457.9  | 446910           |          712 |        161 |                 3515 |                  1552 |                15 |       30424 |          131 |                 0 |        589 |              11961 |         156 |  17023.9 |           27857 |            316 |                       969 |   26547.2 |          6258    | 138164           |                          246 |  1009     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          31 |         2091 |         243 |      794 | 542060           |       0 |       111948   |          2000 |     303014 |  167646 |  64642.6 |  70757 |       37780.2  | 999743           |         2371 |        116 |                 5564 |                  3873 |                65 |       68172 |          391 |               158 |       2444 |               6413 |         223 |  79445.6 |           74404 |            478 |                      1765 |   33452.1 |         19278.9  | 328189           |                          604 |  1312     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          32 |          438 |          31 |       75 | 195601           |       0 |        22101   |           816 |     101554 |   41478 |  28275   |  45289 |        7916.47 | 384402           |          342 |         77 |                 2240 |                   702 |                 8 |       23554 |            0 |                 0 |        362 |              18251 |          52 |  15557.5 |           22869 |             15 |                       291 |   15192.4 |          2919    |  45374           |                          149 |   445     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          33 |         2050 |         131 |      254 | 392775           |       0 |        58999   |          1653 |     231960 |   99261 |  46503   |  50383 |       24629.5  | 722252           |          518 |         91 |                 7967 |                  3172 |                30 |       48448 |            0 |                 0 |       2318 |              19066 |         383 |  67789.6 |           55819 |            290 |                      1175 |   56397.4 |          9569    | 317378           |                          306 |   329     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          34 |         1016 |         131 |      915 | 646968           |       0 |       153520   |          2231 |     215435 |  162529 |  61839.7 |  38386 |       30374.8  | 944383           |         1184 |        294 |                 8565 |                  6276 |               134 |       58110 |         1685 |               419 |       1453 |              10028 |         536 |  45196.8 |           77372 |            514 |                      1645 |   31001.5 |          8934.54 | 191672           |                         1388 |   995     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          35 |         1206 |          48 |       56 | 344598           |       0 |        21755   |           410 |     117158 |   45437 |  23350   |  54657 |       14806.8  | 466003           |          538 |         87 |                 2089 |                  1681 |                47 |       24539 |            0 |                 0 |        108 |               7641 |         152 |  46108.8 |           20240 |            127 |                       265 |   13831   |          4736    |  92296.2         |                          370 |    58     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          36 |         1138 |          30 |      477 | 633979           |       0 |       117094   |          1551 |     227588 |  154917 |  56610.8 |  33020 |       27644.2  | 969598           |         1614 |        144 |                 6717 |                  2996 |                36 |       56973 |            3 |              1847 |        652 |              29399 |         296 |  62667.3 |           64173 |            492 |                      1398 |   30724.5 |         15303.2  | 390162           |                         1248 |   342     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          37 |         1133 |          12 |     1249 | 624195           |     148 |       145145   |          3339 |     250422 |  239950 |  38551.6 |  32623 |       47453.9  | 916995           |        10383 |        421 |                 8400 |                  5579 |                86 |       59805 |         5240 |              3054 |        839 |              30595 |        2489 |  57689.3 |           61129 |           2692 |                      2496 |   65066.5 |         29389.3  | 773522           |                          163 |  4458.64  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          38 |         1380 |          11 |     1383 | 461817           |      79 |       112224   |          3438 |     216598 |  188123 |  33031.7 |  21276 |       68171.7  | 813056           |         5693 |        352 |                 6161 |                  4019 |                15 |       64234 |         4512 |              1661 |       1553 |              18229 |        2244 |  42883.9 |           77654 |           1360 |                      2337 |   33431.5 |         23659    | 528694           |                          131 |  4097.63  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          39 |         2336 |         140 |     1210 | 711001           |       0 |       169957   |          2285 |     306702 |  150467 |  50707.3 | 137448 |       29369.1  |      1.11368e+06 |         6948 |        476 |                 7421 |                  4078 |                76 |       76969 |         1408 |              1847 |       1187 |              15077 |         787 | 202285   |           79283 |           1007 |                      1954 |   54946.8 |         20272.9  | 443212           |                          477 |  2355.71  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          40 |          988 |         190 |      336 | 784526           |       0 |        93627   |          1919 |     382442 |  148497 |  71334.8 |  37385 |       25086.8  |      1.28339e+06 |         2313 |        325 |                 6488 |                  5352 |                23 |       83699 |            0 |                52 |       2112 |              17849 |         461 |  30346.5 |           80488 |            415 |                      1578 |   41404.6 |         15608    | 285600           |                          803 |   835     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          41 |         1221 |          21 |     1180 | 433030           |      24 |       109184   |          3205 |     219753 |  155660 |  46653.4 |  26330 |       56927.1  | 767095           |         4931 |        201 |                 5591 |                  5420 |                 9 |       50217 |         2430 |              2169 |       1222 |              17396 |        2530 |  44232.3 |           64552 |           1701 |                      1957 |   41021.7 |         14596.4  | 459498           |                          201 |  1772.51  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          42 |          786 |           4 |     1084 | 535382           |     126 |       117108   |          2868 |     180996 |  192373 |  35222.2 |  28048 |       40269.9  | 705511           |         6048 |        274 |                 3973 |                  3447 |                39 |       44635 |         3157 |              4811 |        796 |              19139 |        1862 |  49212   |           46706 |           1627 |                      1635 |   54092.1 |         19293.1  | 603796           |                          147 |  4228.93  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          43 |         1516 |          26 |      299 | 756392           |       0 |        67178   |          1613 |     259879 |  102262 |  68386   |  31805 |       15409.4  | 877658           |          898 |        167 |                 4661 |                  2455 |                13 |       51358 |            0 |                61 |        316 |              15903 |         525 |  36588.8 |           58103 |            156 |                      1047 |   40724.4 |         12489.5  | 173591           |                          514 |   223     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          44 |         3276 |           0 |     3545 |      2.14085e+06 |     228 |       349294   |          9957 |     576178 |  613904 | 129362   | 132902 |      153631    |      2.36349e+06 |        17473 |        756 |                28838 |                 27125 |               391 |      137208 |         6002 |              2545 |       4180 |              82568 |        5325 | 224987   |          122586 |           7414 |                      9432 |  301878   |        113396    |      2.36098e+06 |                         5597 | 26484.7   |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          45 |         3417 |           0 |     2783 |      1.86362e+06 |     274 |       288942   |          9723 |     572347 |  532466 | 140498   |  81678 |      139386    |      2.5382e+06  |        16653 |        228 |                14970 |                 19886 |               211 |      135400 |         4298 |              3941 |        934 |              54235 |        4159 | 288989   |          149013 |           4628 |                      5628 |  310073   |         75945.9  |      1.51969e+06 |                         3513 | 22780.7   |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          46 |         2792 |           0 |     2844 |      1.14013e+06 |      83 |       198560   |          4979 |     466767 |  329117 | 161765   |  28870 |       97899.8  |      1.94248e+06 |         9277 |        325 |                 6904 |                 14082 |               156 |      130789 |         4912 |              2039 |       1142 |              27379 |        2042 | 258111   |          156743 |           4284 |                      3461 |  206025   |         38682.2  | 653887           |                         3032 | 11245     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          47 |         3241 |           0 |     3230 |      1.69758e+06 |     253 |       267344   |          7277 |     519568 |  508452 | 135927   |  74707 |      113120    |      2.26792e+06 |        14349 |        457 |                13336 |                 14552 |               306 |      138500 |         5597 |              3283 |        898 |              43743 |        3522 | 224991   |          161301 |           4901 |                      5879 |  278296   |         68458    |      1.42432e+06 |                         2662 | 20308.4   |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          48 |         2189 |           0 |     2742 | 904237           |      37 |       165925   |          4489 |     433317 |  259819 | 130254   |  23253 |       81333.9  |      1.69495e+06 |         8183 |        258 |                 9269 |                  6829 |                93 |      116689 |         4106 |              1295 |        452 |              24650 |        1250 | 213529   |          151494 |           2963 |                      3339 |  172666   |         26818.8  | 444431           |                         5203 |  6247.18  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          49 |         2949 |           0 |     2397 |      1.61193e+06 |     202 |       307360   |          9409 |     456102 |  578268 |  92059.7 | 110354 |      123922    |      1.90924e+06 |        15339 |        485 |                14871 |                 11184 |               157 |      107862 |         3565 |              4026 |       2240 |              61047 |        3980 | 211999   |          105879 |           4055 |                      6791 |  255938   |         79259.2  |      2.00331e+06 |                         2214 | 23553.8   |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          50 |         2297 |           0 |     2188 | 847909           |     121 |       144697   |          9867 |     349951 |  252115 | 100789   |  22461 |       80584.1  |      1.43891e+06 |        13007 |        236 |                16027 |                 12737 |                36 |       89224 |         4003 |               880 |       1119 |              29657 |        2046 | 126566   |          113409 |           1741 |                      4824 |   95970   |         25484.5  | 542760           |                         3137 |  5082.53  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          51 |         1566 |           0 |     1293 |      1.12226e+06 |     110 |       212765   |          4295 |     344348 |  382983 |  55585   |  75983 |       86180.6  |      1.23388e+06 |         6799 |        342 |                 6710 |                  6570 |               223 |       74057 |          661 |              4063 |       1166 |              37295 |        2430 | 159693   |           65679 |           4204 |                      2728 |  312218   |         35180.1  |      1.34964e+06 |                         2143 | 15240     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          53 |         1969 |           8 |     1517 | 530832           |      27 |       124122   |          2791 |     280790 |  143495 |  59119.2 |  25525 |       47597.2  | 818540           |         4241 |        384 |                 6423 |                  6004 |                36 |       54800 |         1055 |               956 |       3249 |              24792 |        1011 |  66017.7 |           84128 |            893 |                      1518 |   52249.8 |         22562.4  | 523529           |                          270 |  1472.11  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          54 |         1560 |         110 |       87 | 388577           |       0 |        48952   |          1203 |     248076 |   55694 |  49157   |  20393 |       11347.2  | 681224           |         1988 |        162 |                 4835 |                  2958 |                25 |       46405 |            0 |                 0 |        687 |               5090 |         211 |  14135.2 |           44106 |             39 |                       782 |   14786.1 |         16757    | 145722           |                          241 |   314     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+


Matriz de vendas por loja e família para o ano 2017:
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|   store_nbr |   AUTOMOTIVE |   BABY CARE |   BEAUTY |        BEVERAGES |   BOOKS |   BREAD/BAKERY |   CELEBRATION |   CLEANING |   DAIRY |     DELI |   EGGS |   FROZEN FOODS |        GROCERY I |   GROCERY II |   HARDWARE |   HOME AND KITCHEN I |   HOME AND KITCHEN II |   HOME APPLIANCES |   HOME CARE |   LADIESWEAR |   LAWN AND GARDEN |   LINGERIE |   LIQUOR,WINE,BEER |   MAGAZINES |     MEATS |   PERSONAL CARE |   PET SUPPLIES |   PLAYERS AND ELECTRONICS |   POULTRY |   PREPARED FOODS |          PRODUCE |   SCHOOL AND OFFICE SUPPLIES |   SEAFOOD |
+=============+==============+=============+==========+==================+=========+================+===============+============+=========+==========+========+================+==================+==============+============+======================+=======================+===================+=============+==============+===================+============+====================+=============+===========+=================+================+===========================+===========+==================+==================+==============================+===========+
|           1 |          630 |           0 |      486 | 339483           |      85 |        58242.2 |          2552 |     109620 |  115146 |  21172.3 |  21228 |       17684.9  | 421466           |         3593 |        295 |                 3232 |                  3689 |                91 |       27535 |         2091 |              2998 |       1211 |              13990 |        1051 |  52397.6  |           23381 |            887 |                      1449 |  53065.9  |         12372.9  | 405962           |                           37 |  4403.06  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|           2 |          857 |          32 |      720 | 429971           |      30 |        92814.4 |          1715 |     131986 |  126195 |  33503.3 |  24033 |       15399.7  | 570931           |         4402 |        208 |                 3019 |                  3485 |                76 |       37069 |         3111 |              2150 |        965 |               9350 |        1146 |  86613.4  |           36193 |           1392 |                      1236 |  69804.7  |         17403.8  | 360706           |                           40 |  4971.25  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|           3 |         1317 |         230 |     1585 |      1.18754e+06 |     140 |       182060   |          6595 |     286042 |  312771 |  52716   |  67786 |       46809.8  |      1.14464e+06 |        11393 |        453 |                 7300 |                  7243 |               275 |       68791 |         5326 |              8793 |       3348 |              27107 |        3312 | 117709    |           69177 |           2564 |                      3246 | 167885    |         43239.6  |      1.16042e+06 |                          245 | 13750.6   |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|           4 |          581 |           5 |      547 | 379756           |      67 |        57130.3 |          1160 |     119209 |  113515 |  27781.6 |  20084 |       13641    | 481781           |         2591 |        218 |                 2356 |                  1911 |                80 |       32335 |         2495 |              2824 |        254 |               8872 |         927 |  51966.8  |           31629 |           1034 |                      1175 |  58701.6  |          9795.29 | 336436           |                           28 |  3977.61  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|           5 |          754 |          42 |      758 | 265470           |      70 |        48090.6 |          3186 |     127233 |   78039 |  30541.9 |  11413 |       13232.7  | 412311           |         3343 |        157 |                 4051 |                  3630 |               119 |       30235 |         1647 |              1408 |       1510 |               7892 |        1033 |  34243.8  |           34200 |            550 |                       986 |  32418    |          8879.45 | 222154           |                          186 |  1716.06  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|           6 |          647 |          10 |      924 | 530483           |       1 |        81857.8 |          1747 |     172379 |  146284 |  46370.7 |  23922 |       19387    | 683009           |         4747 |        137 |                 4015 |                  5186 |                 8 |       43142 |         3153 |              2619 |       1168 |               9037 |         966 |  66235.2  |           44444 |           1337 |                      1797 |  83552.8  |         14549.2  | 369571           |                            2 |  6034.27  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|           7 |          842 |          23 |      647 | 664403           |       9 |       119314   |          2578 |     176429 |  218712 |  28984.9 |  44551 |       34464.4  | 654921           |         6760 |        429 |                 4375 |                  4033 |               156 |       38808 |         1857 |              6812 |       1034 |              20112 |        1792 |  78670.3  |           36977 |           1256 |                      1804 | 105052    |         23414.1  | 852283           |                           69 |  7447.35  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|           8 |          723 |          40 |     1227 | 640574           |     100 |       122660   |          3094 |     180644 |  213168 |  39481.2 |  43179 |       23031.2  | 704156           |         5028 |        455 |                 5862 |                  5621 |               194 |       50309 |         4252 |              5560 |       3081 |              18897 |        2476 |  73680.9  |           47117 |           2346 |                      2818 |  89726.9  |         23812.3  | 681645           |                           82 |  6495.18  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|           9 |         1465 |          47 |      910 | 475972           |       0 |        77840   |          1968 |     228743 |  120539 |  80183.2 |  27403 |       12401.9  | 876186           |         1393 |        164 |                10161 |                  4772 |                14 |       58863 |         2029 |               978 |        824 |               5331 |         455 |  55064.2  |           59868 |            947 |                      1533 |  55583.3  |         15620.9  | 220785           |                          455 |  2193.7   |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          10 |          339 |          11 |      203 | 158128           |       0 |        13873   |           443 |      97572 |   44858 |  36072   |   5113 |        4417.37 | 344812           |          541 |         52 |                 1424 |                   954 |                12 |       22127 |          554 |                 0 |        231 |               1216 |          69 |  21676.1  |           23798 |            112 |                       508 |  18818.4  |          3730    |  33307.1         |                            0 |   270     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          11 |         1054 |          62 |      735 | 611664           |       0 |        87517   |          1691 |     271271 |   95195 |  71981   |  21455 |       11825.7  | 983311           |         3684 |         95 |                 5111 |                  3043 |                56 |       70797 |         1750 |               368 |       1409 |               5996 |         403 |  93078.5  |           56729 |            326 |                      2011 |  53948.1  |         13732.9  | 204039           |                          489 |  1205     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          12 |          762 |          27 |      170 | 237104           |       0 |        25280   |          1574 |     115887 |   65310 |  33624   |   9031 |        5935.77 | 415140           |         1012 |        148 |                 2229 |                  2215 |                46 |       24503 |          479 |                 0 |        650 |               4669 |         212 |  24428.5  |           24280 |            181 |                       742 |  24219.9  |          6324    |  50884.4         |                           19 |   769     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          13 |          797 |           0 |      264 | 215723           |       0 |        17322   |           964 |     103750 |   42524 |  24424   |   7233 |        4543.91 | 383651           |          988 |         17 |                 1970 |                  1406 |                19 |       20303 |          400 |                 0 |        431 |               4697 |         131 |  23459.6  |           26509 |             75 |                       607 |  12488.7  |          4935    |  27310.3         |                            0 |   352     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          14 |          586 |           0 |      209 | 186792           |       0 |        23070   |          1091 |     172016 |   62815 |  41236   |   4621 |        6436.5  | 413192           |          908 |         56 |                 2907 |                  3092 |                29 |       30671 |          160 |                 0 |        440 |               2922 |         240 |  39342.8  |           39838 |            149 |                       834 |  10285.8  |         13458    |  56576           |                           28 |   694     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          15 |          413 |         238 |      394 | 250985           |       0 |        23775   |           548 |     131239 |   58365 |  44220   |  12890 |        9139.78 | 426527           |         1114 |        127 |                 2640 |                  3004 |                13 |       33327 |         1416 |                 0 |        754 |               2905 |         264 |  21004    |           27612 |            180 |                       795 |  17757.5  |          7268    | 102858           |                            0 |   938     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          16 |          626 |          11 |      115 | 179694           |       0 |        18585   |           681 |     134963 |   34431 |  22170   |  21215 |        4034.05 | 294259           |          631 |         41 |                 2019 |                  1668 |                14 |       22620 |            0 |                 0 |        301 |               4852 |         141 |   7627.24 |           18639 |            129 |                       407 |   9799.98 |          5062    |  82534.3         |                         1118 |   233     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          17 |         1150 |          60 |      422 | 447412           |       0 |        47356   |           853 |     155291 |  106687 |  73341   |  32439 |       14428.8  | 644351           |         1841 |        178 |                 3578 |                  3598 |                63 |       40483 |          136 |                 0 |        717 |               4033 |         386 |  36369.1  |           38794 |            305 |                      1242 |  46999.1  |         10038    | 199466           |                           39 |  1650     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          18 |          504 |          44 |      488 | 325115           |       0 |        88459   |          1103 |      83377 |   92572 |  33163   |  26609 |        7912.66 | 390810           |         1114 |        152 |                 4874 |                  2254 |                32 |       25244 |         1455 |               774 |        664 |               8548 |         302 |  18348.4  |           22902 |            653 |                      1003 |  27646.5  |         10792.4  | 264597           |                          474 |  1593.65  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          19 |          904 |          44 |      278 | 315350           |       0 |        21867   |          1151 |     120145 |   48187 |  41791   |   9939 |        7894.45 | 449494           |         1805 |        200 |                 2586 |                  1706 |                26 |       25264 |          923 |                 0 |        689 |               3800 |         311 |  16731.3  |           25825 |            145 |                       758 |  15756.3  |          5085    |  61797.3         |                            0 |   667     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          20 |          951 |          67 |      586 | 411680           |       0 |        55208   |          1000 |     162802 |  104782 |  90811.3 |  15042 |        9932.42 | 655386           |         1721 |        100 |                 3318 |                  1791 |                10 |       40503 |          821 |               923 |        453 |               4716 |         141 |  44861.8  |           44410 |            524 |                       725 |  40676.2  |          9756.38 | 130026           |                          252 |  1446.88  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          21 |         1376 |          82 |      551 | 355975           |       0 |        56466   |           689 |     185320 |   80942 |  39953.8 |  34903 |       11225.6  | 521003           |         1775 |        109 |                 4261 |                  4215 |                37 |       37571 |          370 |               359 |       1354 |              11840 |         248 |  14414.8  |           36779 |            366 |                       950 |  20520.7  |         19152.1  | 176150           |                         1347 |   731     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          22 |          654 |          29 |      244 | 191954           |       0 |        19009   |          1221 |      87485 |   45256 |  22848   |   8153 |        6631.9  | 336214           |         1104 |         82 |                 4929 |                  2970 |                72 |       23510 |          186 |                 0 |        799 |               5610 |         341 |  13933.2  |           22131 |            134 |                       805 |  21821    |          7001    |  64458.5         |                           25 |   326     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          23 |          318 |           0 |      218 | 228472           |      24 |        40726   |          1856 |      82240 |   75584 |  19502.4 |   7428 |       10830.3  | 313382           |         4337 |         62 |                 1697 |                  1975 |                24 |       19192 |         1665 |               316 |        580 |               6948 |         671 |  90648.5  |           21297 |            547 |                       568 |  44607.5  |          5660.23 | 193502           |                           10 |  1448.44  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          24 |          484 |          24 |      794 | 521522           |      73 |       108214   |          2337 |     171996 |  193483 |  39508.3 |  31720 |       25142.9  | 586483           |         3542 |        166 |                 3345 |                  5765 |                45 |       38269 |         1770 |              6189 |       1859 |              12814 |        1770 |  60441.5  |           41077 |           2376 |                      1729 |  81674.1  |         17026.1  | 583013           |                          232 |  4146.99  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          25 |          516 |           9 |      448 | 327471           |      37 |        49370.6 |           801 |      65252 |   84515 |  19410.2 |  15780 |       17316.2  | 260008           |         2053 |        128 |                 3012 |                  2704 |                54 |       13823 |            0 |              3977 |        590 |              23862 |         905 |  31317.1  |           16024 |            674 |                       948 |  25946.3  |          5750.1  | 256678           |                          272 |   910.486 |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          26 |          662 |           0 |      112 | 148433           |       2 |        28615.4 |           811 |      57533 |   33392 |  10910.1 |   4470 |        5713.13 | 207596           |          770 |        145 |                 2073 |                  1301 |                48 |       11165 |           61 |              1080 |        279 |               2643 |          71 |  36192.1  |           20170 |            384 |                       240 |  20182.3  |          2769    |  79041           |                          187 |   406.75  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          27 |          851 |          34 |      531 | 422822           |      27 |        86328.5 |          2024 |     122574 |  134222 |  39330.6 |  32190 |       16913.2  | 504869           |         2261 |        376 |                 3826 |                  3398 |                82 |       31740 |          742 |              4822 |       1015 |              14564 |         549 |  41778    |           30765 |           1497 |                      1345 |  56422.8  |         11560.4  | 410455           |                          248 |  2280.71  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          28 |         1157 |          18 |      406 | 412767           |       0 |        76338   |          1648 |     164372 |  111645 |  51206.9 |  37219 |        8977.03 | 580075           |         1173 |        165 |                 4647 |                  2090 |               138 |       35653 |            0 |               823 |        814 |               7524 |         152 |  32776.9  |           45155 |            812 |                       642 |  28761    |         10569    | 233690           |                         2064 |   377.745 |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          29 |          985 |          66 |      403 | 364844           |       0 |        76787   |          1410 |     127451 |  100532 |  38174.7 |  30645 |        9935.39 | 488323           |         1397 |        143 |                 3446 |                  2331 |                65 |       31831 |            0 |               602 |        634 |              11422 |         219 |  17784.6  |           35092 |            866 |                       857 |  26630.5  |          9082.5  | 189687           |                         1131 |   724     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          30 |          462 |          35 |      111 | 182334           |       0 |        19725   |           500 |     105275 |   38600 |  16395   |  19609 |        6291.53 | 269823           |          446 |         80 |                 2174 |                  1039 |                46 |       17595 |           83 |                 0 |        430 |               7353 |          91 |  10147    |           14777 |            306 |                       679 |  14755.9  |          2899    |  86184.4         |                          678 |   632     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          31 |         1108 |          44 |      416 | 350747           |       0 |        64709   |          1246 |     169365 |   97984 |  34913.4 |  42353 |       12561    | 554217           |         1594 |         72 |                 3523 |                  2781 |                61 |       37657 |          234 |               430 |       1365 |               2913 |         226 |  52644    |           39933 |            597 |                      1012 |  17695.8  |          9405.66 | 206569           |                         1884 |   844     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          32 |          250 |           1 |       46 | 130094           |       0 |        13609   |           413 |      94192 |   24801 |  15873   |  29339 |        3014.27 | 301534           |          241 |         47 |                 1586 |                   574 |                15 |       12240 |            0 |                 0 |        113 |               7185 |          21 |   9854.74 |           13987 |             65 |                       214 |   7981.88 |          1621    |  30292.8         |                          758 |   243     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          33 |         1163 |          19 |      229 | 258365           |       0 |        31142   |          1276 |     132893 |   60918 |  25302   |  22620 |        9560.07 | 411440           |          406 |         93 |                 4617 |                  2401 |                42 |       27110 |            0 |                 0 |       1714 |               7892 |         210 |  38530    |           29852 |            289 |                       775 |  30092.5  |          4517    | 188780           |                          779 |   210     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          34 |          545 |          54 |      460 | 355300           |       0 |        91526   |          1176 |     126387 |  100674 |  34004   |  22628 |       11761.4  | 538268           |          707 |        483 |                 7633 |                  6465 |                96 |       30683 |          711 |              1368 |        881 |               5068 |         320 |  26815.4  |           41408 |            533 |                      1105 |  18832.1  |          5475.3  | 118379           |                         2631 |   546     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          35 |          733 |           8 |       40 | 214668           |       0 |        12097   |           430 |      70461 |   28009 |  14055   |  24574 |        6089.14 | 244679           |          452 |         45 |                 1683 |                  1274 |                36 |       14507 |            0 |                 0 |         71 |               5575 |          82 |  30340    |           12580 |            133 |                       139 |   7904.72 |          2728    |  57378.1         |                          520 |    86     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          36 |          732 |           9 |      304 | 412983           |       0 |        62373   |          1076 |     131699 |   92657 |  31433.9 |  20835 |       14404.9  | 522084           |          802 |         82 |                 3676 |                  2009 |                61 |       29564 |            0 |              3469 |        414 |               8592 |         141 |  36615.6  |           34050 |            437 |                       773 |  16909.5  |          7182.56 | 213785           |                         3931 |   167     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          37 |          663 |          17 |      660 | 410728           |      31 |        83703.6 |          1530 |     151117 |  141185 |  23207.7 |  18464 |       19280.3  | 542514           |         6681 |        261 |                 4946 |                  3651 |                49 |       34951 |         3048 |              4330 |        546 |              15026 |        1251 |  33711.3  |           35613 |           1608 |                      1716 |  39345.5  |         13893.9  | 428395           |                           84 |  2300.86  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          38 |          751 |           8 |      757 | 321575           |      29 |        59926.1 |          1774 |     135774 |  114364 |  20300.7 |  11750 |       16600.5  | 488334           |         2906 |        163 |                 4710 |                  6541 |                15 |       39060 |         2567 |              2808 |       1203 |              11356 |        1253 |  24048.8  |           46584 |           1015 |                      1022 |  19692.7  |         12361.9  | 302876           |                           49 |  2260.09  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          39 |         1076 |          55 |      604 | 451260           |       0 |       104055   |          1219 |     196300 |   99432 |  30093   |  78460 |       10938.2  | 738108           |         4604 |        243 |                 4498 |                  2692 |                58 |       45029 |          847 |              2007 |        799 |               7802 |         492 |  28026.2  |           44180 |            876 |                      1263 |  32699.9  |         11052.1  | 257973           |                          306 |  2107.22  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          40 |          629 |          66 |      286 | 521134           |       0 |        50336   |          1369 |     247031 |   92256 |  43709   |  25099 |       10542.6  | 731313           |         1518 |        171 |                 4304 |                  4439 |                35 |       51184 |            0 |                30 |       1394 |               9415 |         259 |  19507    |           52067 |            466 |                      1377 |  25193.2  |          7422    | 183659           |                         1572 |   835     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          41 |          849 |           4 |      802 | 316122           |       9 |        62537.5 |          1648 |     155410 |   97317 |  29424.8 |  17045 |       20726.7  | 505860           |         3630 |        163 |                 3204 |                  4291 |                64 |       31646 |         1653 |              3622 |        918 |               9138 |        1368 |  28915.1  |           46166 |           1424 |                      1030 |  25997.9  |          7434.57 | 301986           |                          118 |  1057.82  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          42 |          470 |           8 |      698 | 371485           |      85 |        72346.1 |          1497 |     117400 |  126714 |  23692.3 |  19110 |       17375.6  | 459280           |         4072 |        113 |                 2930 |                  2610 |                48 |       30219 |         2119 |              5957 |        712 |              10046 |        1269 |  33453.5  |           31015 |           1146 |                      1384 |  35216.6  |          9713.95 | 383315           |                           73 |  2743.89  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          43 |          535 |           9 |      263 | 576105           |       0 |        75997   |          1676 |     161264 |   88728 |  40880.4 |  28249 |        7675.54 | 578927           |          771 |         35 |                 2448 |                  2278 |                 6 |       30558 |            0 |               826 |        393 |              12724 |         399 |  28595.1  |           37640 |            418 |                       554 |  30285.1  |         15542.9  | 176478           |                         1344 |   167     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          44 |         2128 |           0 |     1845 |      1.29501e+06 |     115 |       225768   |          4993 |     343080 |  354422 |  74411   |  81946 |       60199.8  |      1.33472e+06 |        11059 |        597 |                16135 |                 15261 |               286 |       85393 |         3709 |              3804 |       2418 |              41265 |        2975 | 130292    |           73217 |           4635 |                      4619 | 173572    |         55538.3  |      1.32989e+06 |                         1369 | 14566.6   |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          45 |         2090 |           0 |     1561 |      1.20031e+06 |     110 |       175043   |          4959 |     357031 |  318933 |  94428.5 |  50084 |       42811.1  |      1.4724e+06  |        13918 |        199 |                10756 |                 11745 |               152 |       85992 |         2885 |              6388 |        576 |              25348 |        2426 | 162989    |           89837 |           3240 |                      3643 | 183827    |         38557.1  | 886782           |                         2220 | 12907.9   |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          46 |         1837 |           0 |     1744 | 770549           |      36 |       125211   |          2678 |     307621 |  209394 | 100287   |  19309 |       29377.6  |      1.25928e+06 |         5977 |        267 |                 4736 |                  4923 |               144 |       80388 |         3256 |              3958 |       1061 |              13327 |        1134 | 151912    |           97100 |           2925 |                      4280 | 111140    |         23479.6  | 375793           |                         1210 |  6477.32  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          47 |         2107 |           0 |     1926 |      1.14204e+06 |     135 |       163700   |          3793 |     328225 |  312261 |  89051.9 |  47658 |       36864.7  |      1.39612e+06 |         7816 |        330 |                 8433 |                 10010 |               287 |       87225 |         3520 |              4986 |        846 |              22459 |        1860 | 138512    |           96514 |           3209 |                      3801 | 171514    |         36824.8  | 820558           |                         1088 | 11027.1   |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          48 |         1629 |           0 |     1613 | 612724           |       2 |       106434   |          2633 |     272317 |  165120 |  83698.5 |  14131 |       23586.8  |      1.03935e+06 |         5387 |        101 |                 4407 |                  3908 |                96 |       71328 |         2460 |              2131 |        388 |              12462 |         684 | 129195    |           97272 |           2481 |                      2782 |  99510.4  |         14554.9  | 250174           |                          649 |  3333.95  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          49 |         1659 |           0 |     1342 |      1.02748e+06 |     105 |       183022   |          4784 |     285140 |  344706 |  62024.2 |  66983 |       52237.6  |      1.16104e+06 |         9882 |        324 |                 8075 |                  6379 |               233 |       69190 |         2298 |              4864 |       1882 |              30294 |        2300 | 126021    |           68340 |           3025 |                      4409 | 157729    |         41021.4  |      1.19606e+06 |                         1259 | 12987.2   |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          50 |         1404 |           0 |     1292 | 602912           |      67 |        82193.3 |          4627 |     223572 |  157695 |  62371   |  14000 |       23336.1  | 868575           |         9370 |        181 |                 8050 |                  6662 |                85 |       57515 |         2305 |              1476 |        749 |              16777 |        1158 |  82495.5  |           67547 |           1375 |                      2628 |  56332.9  |         12297.9  | 315305           |                          632 |  2741.45  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          51 |         1052 |           0 |      761 | 645033           |      80 |       117964   |          1766 |     203595 |  221067 |  33447.8 |  46099 |       34498.4  | 692142           |         4217 |        226 |                 4809 |                  7642 |               198 |       44498 |          399 |              6757 |       1059 |              17652 |        1447 |  90983.7  |           40258 |           3001 |                      1465 | 185140    |         17316.8  | 807668           |                         3131 |  7078.07  |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          52 |          727 |           0 |      475 | 279836           |       0 |        51262.8 |           687 |     108803 |   74554 |  22845.5 |  13340 |       22255    | 381471           |         3059 |        207 |                 3715 |                  3169 |                65 |       22355 |          583 |              3694 |        490 |              12565 |         628 |  34084.3  |           22636 |            884 |                      1719 |  31939.3  |          9057.34 | 334489           |                         1306 |   658.043 |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          53 |         1285 |           8 |      688 | 302523           |      18 |        63195.8 |           992 |     140539 |   77917 |  30876.7 |  12645 |       17743.2  | 428878           |         2396 |        245 |                 4141 |                  3894 |                22 |       27442 |          501 |              2069 |        652 |               9993 |         575 |  38965.3  |           32873 |            897 |                      1089 |  26628.6  |          9949.43 | 305657           |                          168 |   791.282 |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
|          54 |          905 |           1 |      150 | 297412           |       0 |        27460   |           520 |     150439 |   33647 |  31100.8 |   8957 |        5084.95 | 407405           |          883 |        100 |                 3205 |                  1825 |                32 |       26749 |            0 |                 0 |        518 |               2877 |         118 |   7637.73 |           25249 |             34 |                       491 |   7950.07 |         10330    |  89546.6         |                          385 |   343     |
+-------------+--------------+-------------+----------+------------------+---------+----------------+---------------+------------+---------+----------+--------+----------------+------------------+--------------+------------+----------------------+-----------------------+-------------------+-------------+--------------+-------------------+------------+--------------------+-------------+-----------+-----------------+----------------+---------------------------+-----------+------------------+------------------+------------------------------+-----------+
In [ ]:
# Assegurando que 'date' está em formato datetime
data_merged_train['date'] = pd.to_datetime(data_merged_train['date'])

# Definindo o intervalo de datas
start_date = "2013-01-01"
end_date_2017 = "2017-07-31"  # Novo ponto final para 2017
end_date = "2017-08-15"

# Filtrar dados ajustando para o ano de 2017 até julho e os demais anos até a data originalmente especificada
data_filtered = data_merged_train[
    ((data_merged_train['date'] >= start_date) & (data_merged_train['date'] <= end_date) & (data_merged_train['date'].dt.year < 2017)) |
    ((data_merged_train['date'].dt.year == 2017) & (data_merged_train['date'] <= end_date_2017))
]

# Agrupar por data e loja, somando as vendas de todas as lojas
total_sales_monthly_by_store = data_filtered.groupby([pd.Grouper(key='date', freq='MS'), 'store_nbr'])['sales'].sum().reset_index()

# Configurar a figura para o gráfico
plt.figure(figsize=(50, 20))

# Obter uma paleta de cores
colors = plt.cm.viridis(np.linspace(0, 1, len(total_sales_monthly_by_store['store_nbr'].unique())))

# Iterar sobre cada loja única
for idx, store_nbr in enumerate(total_sales_monthly_by_store['store_nbr'].unique()):
    # Filtrar os dados para cada loja
    store_sales = total_sales_monthly_by_store[total_sales_monthly_by_store['store_nbr'] == store_nbr]
    
    # Identificar pontos de vendas máximas e mínimas de cada ano
    yearly_max_sales = store_sales.resample('YE', on='date')['sales'].max()
    yearly_min_sales = store_sales.resample('YE', on='date')['sales'].min()

    # Encontrar datas correspondentes a esses valores de pico
    max_dates = store_sales[store_sales['sales'].isin(yearly_max_sales)].dropna(subset=['sales']).index
    min_dates = store_sales[store_sales['sales'].isin(yearly_min_sales)].dropna(subset=['sales']).index

    # Plotar as vendas mensais para cada loja
    plt.plot(store_sales['date'], store_sales['sales'], marker='o', linewidth=2, alpha=0.7, label=f'Store {store_nbr}', color=colors[idx])
    
    # Marcar os pontos máximos e mínimos
    for date in max_dates:
        plt.scatter(store_sales.loc[date]['date'], store_sales.loc[date]['sales'], color='green', s=100, edgecolors='black', label='Max Sales' if idx == 0 and date == max_dates[0] else "")
    for date in min_dates:
        plt.scatter(store_sales.loc[date]['date'], store_sales.loc[date]['sales'], color='blue', s=100, edgecolors='black', label='Min Sales' if idx == 0 and date == min_dates[0] else "")

# Adicionar títulos e rótulos
plt.title("Monthly Sales by Store for All Stores with Adjusted 2017 Data", fontsize=40)
plt.xlabel("Month", fontsize=40)
plt.ylabel("Sales", fontsize=40)
plt.xticks(fontsize=30, rotation=45)
plt.yticks(fontsize=30, rotation=45)

# Configurar o grid
plt.grid(True)

# Adicionar legenda abaixo do gráfico
# Ajustar ncol para dividir a legenda em 3 linhas horizontais
num_stores = len(total_sales_monthly_by_store['store_nbr'].unique())
plt.legend(title='Store Number', fontsize=20, loc='upper center', bbox_to_anchor=(0.5, -0.1), fancybox=True, shadow=True, ncol=(num_stores // 3 + (num_stores % 3 > 0)))

# Ajustar automaticamente os subplots para dar espaço aos rótulos
plt.tight_layout()

# Mostrar o gráfico
plt.show()
No description has been provided for this image
In [ ]:
# Assegurando que 'date' está em formato datetime
data_merged_train['date'] = pd.to_datetime(data_merged_train['date'])

# Definindo o intervalo de datas para o ano de 2017
start_date = "2017-01-01"
end_date = "2017-12-31"

# Filtrar dados apenas para o ano de 2017
data_filtered = data_merged_train[(data_merged_train['date'] >= start_date) & (data_merged_train['date'] <= end_date)]

# Agrupar por data e loja, somando as vendas de todas as lojas
total_sales_monthly_by_store = data_filtered.groupby([pd.Grouper(key='date', freq='MS'), 'store_nbr'])['sales'].sum().reset_index()

# Configurar a figura para o gráfico
plt.figure(figsize=(50, 20))

# Obter uma paleta de cores
colors = plt.cm.viridis(np.linspace(0, 1, len(total_sales_monthly_by_store['store_nbr'].unique())))

# Iterar sobre cada loja única
for idx, store_nbr in enumerate(total_sales_monthly_by_store['store_nbr'].unique()):
    # Filtrar os dados para cada loja
    store_sales = total_sales_monthly_by_store[total_sales_monthly_by_store['store_nbr'] == store_nbr]
    
    # Identificar pontos de vendas máximas e mínimas
    max_sales = store_sales['sales'].max()
    min_sales = store_sales['sales'].min()

    # Encontrar datas correspondentes a esses valores de pico
    max_dates = store_sales[store_sales['sales'] == max_sales]['date']
    min_dates = store_sales[store_sales['sales'] == min_sales]['date']

    # Plotar as vendas mensais para cada loja
    plt.plot(store_sales['date'], store_sales['sales'], marker='o', linewidth=2, alpha=0.7, label=f'Store {store_nbr}', color=colors[idx])
    
    # Marcar os pontos máximos e mínimos
    for date in max_dates:
        plt.scatter(date, max_sales, color='green', s=100, edgecolors='black', label='Max Sales' if idx == 0 and date == max_dates.iloc[0] else "")
    for date in min_dates:
        plt.scatter(date, min_sales, color='blue', s=100, edgecolors='black', label='Min Sales' if idx == 0 and date == min_dates.iloc[0] else "")

# Adicionar títulos e rótulos
plt.title("Monthly Sales by Store for All Stores in 2017", fontsize=40)
plt.xlabel("Month", fontsize=40)
plt.ylabel("Sales", fontsize=40)
plt.xticks(fontsize=30, rotation=45)
plt.yticks(fontsize=30, rotation=45)

# Configurar o grid
plt.grid(True)

# Adicionar legenda abaixo do gráfico
# Ajustar ncol para dividir a legenda em 3 linhas horizontais
num_stores = len(total_sales_monthly_by_store['store_nbr'].unique())
plt.legend(title='Store Number', fontsize=20, loc='upper center', bbox_to_anchor=(0.5, -0.15), fancybox=True, shadow=True, ncol=(num_stores // 3 + (num_stores % 3 > 0)))

# Ajustar automaticamente os subplots para dar espaço aos rótulos
plt.tight_layout()

# Mostrar o gráfico
plt.show()
No description has been provided for this image
In [ ]:
# Garantir que estamos trabalhando com uma cópia para evitar SettingWithCopyWarning
data_merged_train_copy = data_merged_train.copy()

# Assegure que 'date' está em formato datetime
data_merged_train_copy['date'] = pd.to_datetime(data_merged_train_copy['date'])

# Filtrar dados para o ano de 2017
data_2017 = data_merged_train_copy[data_merged_train_copy['date'].dt.year == 2017]

# Definir 'date' como índice para facilitar o acesso por data
data_2017.set_index('date', inplace=True)

# Criar um índice completo de datas para o ano de 2017
full_date_range_2017 = pd.date_range(start='2017-01-01', end='2017-08-31', freq='D')

# Identificar as datas que estão faltando em data_2017
missing_dates_2017 = full_date_range_2017.difference(data_2017.index)

# Imprimir as datas faltantes
print("Datas faltantes em data_2017 para o ano de 2017:")
print(missing_dates_2017)

Datas faltantes em data_2017 para o ano de 2017:
DatetimeIndex(['2017-08-16', '2017-08-17', '2017-08-18', '2017-08-19',
               '2017-08-20', '2017-08-21', '2017-08-22', '2017-08-23',
               '2017-08-24', '2017-08-25', '2017-08-26', '2017-08-27',
               '2017-08-28', '2017-08-29', '2017-08-30', '2017-08-31'],
              dtype='datetime64[ns]', freq='D')
In [ ]:
# Tratamento de valores faltantes (novamente)

datasets = {'train merged': data_merged_train, 'train': data_train, 'test': data_test, 'holiday events': data_holidays_events, 'oil': data_oil, 'stores': data_stores, 'transactions': data_transactions, }

def show_missing_values(datasets):
    for name, data in datasets.items():
        print(f"Missing values in the {name.capitalize()} dataset:")
        print(data.isnull().sum())
        print('===' * 18)
        print()

show_missing_values(datasets)

Missing values in the Train merged dataset:
id                    0
date                  0
store_nbr             0
family                0
sales                 0
onpromotion           0
city                  0
state                 0
type                  0
cluster               0
transactions     249117
type_holiday    2551824
locale          2551824
locale_name     2551824
description     2551824
transferred     2551824
dcoilwtico       878526
dtype: int64
======================================================

Missing values in the Train dataset:
id             0
date           0
store_nbr      0
family         0
sales          0
onpromotion    0
dtype: int64
======================================================

Missing values in the Test dataset:
id             0
date           0
store_nbr      0
family         0
onpromotion    0
dtype: int64
======================================================

Missing values in the Holiday events dataset:
date           0
type           0
locale         0
locale_name    0
description    0
transferred    0
dtype: int64
======================================================

Missing values in the Oil dataset:
date          0
dcoilwtico    0
dtype: int64
======================================================

Missing values in the Stores dataset:
store_nbr    0
city         0
state        0
type         0
cluster      0
dtype: int64
======================================================

Missing values in the Transactions dataset:
date            0
store_nbr       0
transactions    0
dtype: int64
======================================================

QUINTO PASSO: PREPARAÇÃO DOS DADOS/ENGENHARIA DE FEATURES

Nesta parte, concentrei-me em duas atividades principais:

  • Recursos de engenharia para modelar os principais componentes da série temporal (tendências e sazonalidade)
  • Criação modelos de previsão

Análise para vendas mensais

In [ ]:
# Assegurando que 'date' está em formato datetime
data_merged_train['date'] = pd.to_datetime(data_merged_train['date'])

# Definindo o intervalo de datas
start_date = "2013-01-01"
end_date = "2017-08-15"

# Filtrar dados para o intervalo desejado
data_filtered = data_merged_train[(data_merged_train['date'] >= start_date) & (data_merged_train['date'] <= end_date)]

# Agrupar por data e calcular a média das vendas de todas as lojas
average_sales_monthly = data_filtered.groupby(pd.Grouper(key='date', freq='MS'))['sales'].mean()

# Calcular a média móvel de 12 meses
trend = average_sales_monthly.rolling(window=12, center=True, min_periods=6).mean()

# Configurar a figura para o gráfico
plt.figure(figsize=(50, 20))

# Plotar as vendas médias mensais e a tendência
plt.plot(average_sales_monthly.index, average_sales_monthly, marker='o', color='blue', linewidth=4, alpha=0.7, label='Average Monthly Sales')
plt.plot(trend.index, trend, color='red', linewidth=3, label='12-Month Moving Average')

# Adicionar títulos e rótulos
plt.title("Average Monthly Sales for All Stores with Adjusted 2017 Data", fontsize=40)
plt.xlabel("Month", fontsize=40)
plt.ylabel("Sales (in millions)", fontsize=40)
plt.xticks(fontsize=30, rotation=45)
plt.yticks(fontsize=30, rotation=45)

# Configurar o grid
plt.grid(True)

# Adicionar legenda abaixo do gráfico
plt.legend(title='Summary', fontsize=20, loc='upper center', bbox_to_anchor=(0.5, -0.1), fancybox=True, shadow=True)

# Ajustar automaticamente os subplots para dar espaço aos rótulos
plt.tight_layout()

# Mostrar o gráfico
plt.show()
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Análise para vendas diárias:

In [ ]:
# Assegurando que 'date' está em formato datetime
data_merged_train['date'] = pd.to_datetime(data_merged_train['date'])

# Definindo o intervalo de datas
start_date = "2013-01-01"
end_date = "2017-08-15"

# Filtrar dados para o intervalo desejado
data_filtered = data_merged_train[(data_merged_train['date'] >= start_date) & (data_merged_train['date'] <= end_date)]

# Agrupar por data e calcular a média das vendas de todas as lojas
average_sales_daily = data_filtered.groupby(pd.Grouper(key='date', freq='D'))['sales'].mean()

# Calcular a média móvel de 30 dias
trend_daily = average_sales_daily.rolling(window=30, center=True, min_periods=15).mean()

# Configurar a figura para o gráfico
plt.figure(figsize=(50, 20))

# Plotar as vendas médias diárias e a tendência
plt.plot(average_sales_daily.index, average_sales_daily, marker='o', color='blue', linewidth=4, alpha=0.7, label='Average Daily Sales')
plt.plot(trend_daily.index, trend_daily, color='red', linewidth=3, label='30-Day Moving Average')

# Adicionar títulos e rótulos
plt.title("Average Daily Sales for All Stores with Adjusted 2017 Data", fontsize=40)
plt.xlabel("Day", fontsize=40)
plt.ylabel("Sales (in millions)", fontsize=40)
plt.xticks(fontsize=30, rotation=45)
plt.yticks(fontsize=30, rotation=45)

# Configurar o grid
plt.grid(True)

# Adicionar legenda abaixo do gráfico
plt.legend(title='Summary', fontsize=20, loc='upper center', bbox_to_anchor=(0.5, -0.1), fancybox=True, shadow=True)

# Ajustar automaticamente os subplots para dar espaço aos rótulos
plt.tight_layout()

# Mostrar o gráfico
plt.show()
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Percebe-se uma estabilizacao que se inicia no final de 2016

In [ ]:
# Assegurando que 'date' está em formato datetime
data_merged_train['date'] = pd.to_datetime(data_merged_train['date'])

# Definindo o intervalo de datas
start_date = "2013-01-01"
end_date = "2017-08-15"

# Filtrar dados para o intervalo desejado
data_filtered = data_merged_train[(data_merged_train['date'] >= start_date) & (data_merged_train['date'] <= end_date)]

# Agrupar por data e calcular a média das vendas de todas as lojas
average_sales_daily = data_filtered.groupby(pd.Grouper(key='date', freq='D'))['sales'].mean()

# Preencher valores ausentes com interpolação
average_sales_daily = average_sales_daily.interpolate()

# Decompor a série temporal em componentes de tendência, sazonalidade e resíduos
result = seasonal_decompose(average_sales_daily, model='additive', period=365, extrapolate_trend='freq')

# Plotando os componentes decompostos
fig, (ax1, ax2, ax3, ax4) = plt.subplots(4, 1, figsize=(14, 12))
result.observed.plot(ax=ax1, title='Original')
result.trend.plot(ax=ax2, title='Trend')
result.seasonal.plot(ax=ax3, title='Seasonal')
result.resid.plot(ax=ax4, title='Residual')

plt.tight_layout()
plt.show()

# Remover apenas a sazonalidade dos dados originais
deseasonalized = average_sales_daily - result.seasonal

# Plotando apenas os dados deseasonalizados
plt.figure(figsize=(14, 7))
plt.plot(deseasonalized.index, deseasonalized, color='red', linewidth=0.8, alpha=0.7, label='Deseasonalized Sales')

# Adicionar títulos e rótulos
plt.title('Deseasonalized Daily Sales', fontsize=16)
plt.xlabel('Day')
plt.ylabel('Sales')
plt.legend()
plt.grid(True)
plt.show()
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No description has been provided for this image

Daria para fazer Fourier?

In [ ]:
# Realizar a Transformada de Fourier na componente sazonal
seasonal_fft = np.fft.fft(result.seasonal)
frequencies = np.fft.fftfreq(len(seasonal_fft))

# Plotar a Transformada de Fourier da componente sazonal
plt.figure(figsize=(15, 6))
plt.plot(frequencies, np.abs(seasonal_fft))
plt.title('Fourier Transform of Seasonal Component')
plt.xlabel('Frequency')
plt.ylabel('Amplitude')
plt.xlim(0, 0.5)  # Limitar o eixo x para mostrar apenas as frequências positivas
plt.grid(True)
plt.show()
No description has been provided for this image

Para imprimir o gráfico dos dados deseasonalizados, você pode simplesmente dividir a série original pela componente sazonal obtida da decomposição.

O gráfico residual mostra os resíduos da decomposição da série temporal. Os resíduos são a parte da série temporal que sobra depois de remover as componentes de tendência e sazonalidade. Essencialmente, representam a variabilidade não explicada pela tendência e sazonalidade, ou seja, os elementos imprevisíveis ou ruído da série temporal.

Dados apos final de 2016 apresentam estabilização

A partir do periodograma, parece que também pode haver alguns componentes mensais e quinzenais. Na verdade, as notas do conjunto de dados de Vendas em Loja dizem que os salários no setor público são pagos quinzenalmente, no 15º e último dia do mês – uma origem possível para estas épocas.

SEXTO PASSO: Parametrização do modelo

Divisão de treinamento/teste A divisão deve preservar a ordem temporal e a estrutura dos dados. Além disso, o conjunto de validação deve ser grande o suficiente para capturar a variabilidade e as tendências das séries temporais. Usamos uma regra prática comum: usamos 80% dos dados para treinamento e 20% para testes.

In [ ]:
# Assegurando que 'date' está em formato datetime
data_merged_train['date'] = pd.to_datetime(data_merged_train['date'])

# Definindo o intervalo de datas
start_date = "2013-01-01"
end_date = "2017-08-15"

# Filtrar dados para o intervalo desejado
data_filtered = data_merged_train[(data_merged_train['date'] >= start_date) & (data_merged_train['date'] <= end_date)]

# Agrupar por data e calcular a média das vendas de todas as lojas
average_sales_daily = data_filtered.groupby(pd.Grouper(key='date', freq='D'))['sales'].mean()

# Preencher valores ausentes com interpolação
average_sales_daily = average_sales_daily.interpolate()

# Decompor a série temporal em componentes de tendência, sazonalidade e resíduos
result = seasonal_decompose(average_sales_daily, model='additive', period=365, extrapolate_trend='freq')

# Remover apenas a sazonalidade dos dados originais
deseasonalized = average_sales_daily - result.seasonal

# Filtrar os dados para o ano de 2017
deseasonalized_2017 = deseasonalized[deseasonalized.index.year == 2017]

# Plotando apenas os dados deseasonalizados de 2017
plt.figure(figsize=(14, 7))
plt.plot(deseasonalized_2017.index, deseasonalized_2017, color='blue', linewidth=1, alpha=0.7, label='Deseasonalized Sales 2017')

# Adicionar títulos e rótulos
plt.title('Deseasonalized Daily Sales for 2017', fontsize=16)
plt.xlabel('Day')
plt.ylabel('Sales')
plt.legend()
plt.grid(True)
plt.show()
No description has been provided for this image

Particionando o conjunto de dados:

In [ ]:
# Assegurando que 'date' está em formato datetime
data_merged_train['date'] = pd.to_datetime(data_merged_train['date'])

# Definindo o intervalo de datas
start_date = "2013-01-01"
end_date = "2017-08-15"

# Filtrar dados para o intervalo desejado
data_filtered = data_merged_train[(data_merged_train['date'] >= start_date) & (data_merged_train['date'] <= end_date)]

# Agrupar por data e calcular a média das vendas de todas as lojas
average_sales_daily = data_filtered.groupby(pd.Grouper(key='date', freq='D'))['sales'].mean()

# Preencher valores ausentes com interpolação
average_sales_daily = average_sales_daily.interpolate()

# Decompor a série temporal em componentes de tendência, sazonalidade e resíduos
result = seasonal_decompose(average_sales_daily, model='additive', period=365, extrapolate_trend='freq')

# Remover apenas a sazonalidade dos dados originais
deseasonalized = average_sales_daily - result.seasonal

# Filtrar os dados para o ano de 2017
data_2017 = data_merged_train[(data_merged_train['date'].dt.year == 2017)].copy()
deseasonalized_2017 = deseasonalized[deseasonalized.index.year == 2017]

# Adicionar coluna de vendas deseasonalizadas a data_2017
data_2017.set_index('date', inplace=True)
data_2017['deseasonalized_sales'] = deseasonalized_2017

# Resetar o índice para manter a coluna 'date'
data_2017.reset_index(inplace=True)

# Dividir os dados em conjuntos de treinamento e avaliação
train_idx, eval_idx = train_test_split(deseasonalized_2017.index, test_size=0.2, shuffle=False)
X_train, X_eval = deseasonalized_2017.loc[train_idx], deseasonalized_2017.loc[eval_idx]

# Mostrar informações sobre os conjuntos
print("Conjunto de treinamento:", X_train.shape)
print("Conjunto de avaliação:", X_eval.shape)

# Plotando os dados para visualização
plt.figure(figsize=(12, 6))
plt.plot(X_train, label='Dados de Treinamento')
plt.plot(X_eval, label='Dados de Avaliação', color='red')
plt.title('Divisão de Dados de Treinamento e Avaliação - Vendas Diárias Deseasonalizadas 2017')
plt.xlabel('Data')
plt.ylabel('Vendas Diárias Deseasonalizadas')
plt.legend()
plt.grid(True)
plt.show()

# Exibir o DataFrame data_2017 com as colunas originais e a nova coluna 'deseasonalized_sales'
print(data_2017.head())

Conjunto de treinamento: (181,)
Conjunto de avaliação: (46,)
No description has been provided for this image 
        date       id  store_nbr      family  sales  onpromotion   city  \
0 2017-01-01  2596374          1  AUTOMOTIVE    0.0            0  Quito   
1 2017-01-01  2596375          1   BABY CARE    0.0            0  Quito   
2 2017-01-01  2596376          1      BEAUTY    0.0            0  Quito   
3 2017-01-01  2596377          1   BEVERAGES    0.0            0  Quito   
4 2017-01-01  2596378          1       BOOKS    0.0            0  Quito   

       state type  cluster  transactions type_holiday    locale locale_name  \
0  Pichincha    D       13           NaN      Holiday  National     Ecuador   
1  Pichincha    D       13           NaN      Holiday  National     Ecuador   
2  Pichincha    D       13           NaN      Holiday  National     Ecuador   
3  Pichincha    D       13           NaN      Holiday  National     Ecuador   
4  Pichincha    D       13           NaN      Holiday  National     Ecuador   

          description transferred  dcoilwtico  deseasonalized_sales  
0  Primer dia del ano        True         NaN              2.814671  
1  Primer dia del ano        True         NaN              2.814671  
2  Primer dia del ano        True         NaN              2.814671  
3  Primer dia del ano        True         NaN              2.814671  
4  Primer dia del ano        True         NaN              2.814671
In [ ]:
data_2017.columns
Out[ ]:
Index(['id', 'date', 'store_nbr', 'family', 'sales', 'onpromotion', 'city',
       'state', 'type', 'cluster', 'transactions', 'type_holiday', 'locale',
       'locale_name', 'description', 'transferred', 'dcoilwtico'],
      dtype='object')
In [ ]:
data_merged_train.columns
Out[ ]:
Index(['id', 'date', 'store_nbr', 'family', 'sales', 'onpromotion'], dtype='object')
In [ ]:
data_test.columns
Out[ ]:
Index(['id', 'date', 'store_nbr', 'family', 'onpromotion'], dtype='object')
In [ ]:
data_2017["family"].value_counts()
Out[ ]:
family
AUTOMOTIVE                    12474
HOME APPLIANCES               12474
SCHOOL AND OFFICE SUPPLIES    12474
PRODUCE                       12474
PREPARED FOODS                12474
POULTRY                       12474
PLAYERS AND ELECTRONICS       12474
PET SUPPLIES                  12474
PERSONAL CARE                 12474
MEATS                         12474
MAGAZINES                     12474
LIQUOR,WINE,BEER              12474
LINGERIE                      12474
LAWN AND GARDEN               12474
LADIESWEAR                    12474
HOME CARE                     12474
HOME AND KITCHEN II           12474
BABY CARE                     12474
HOME AND KITCHEN I            12474
HARDWARE                      12474
GROCERY II                    12474
GROCERY I                     12474
FROZEN FOODS                  12474
EGGS                          12474
DELI                          12474
DAIRY                         12474
CLEANING                      12474
CELEBRATION                   12474
BREAD/BAKERY                  12474
BOOKS                         12474
BEVERAGES                     12474
BEAUTY                        12474
SEAFOOD                       12474
Name: count, dtype: int64

Criando um modelo: particionando o conjunto de dados data_2017 para avaliar o modelo.

In [ ]:
# Assegurando que 'date' está em formato datetime
data_merged_train['date'] = pd.to_datetime(data_merged_train['date'])

# Definindo o intervalo de datas
start_date = "2013-01-01"
end_date = "2017-08-15"

# Filtrar dados para o intervalo desejado
data_filtered = data_merged_train[(data_merged_train['date'] >= start_date) & (data_merged_train['date'] <= end_date)]

# Agrupar por data e calcular a média das vendas de todas as lojas
average_sales_daily = data_filtered.groupby(pd.Grouper(key='date', freq='D'))['sales'].mean()

# Preencher valores ausentes com interpolação
average_sales_daily = average_sales_daily.interpolate()

# Decompor a série temporal em componentes de tendência, sazonalidade e resíduos
result = seasonal_decompose(average_sales_daily, model='additive', period=365, extrapolate_trend='freq')

# Remover apenas a sazonalidade dos dados originais
deseasonalized = average_sales_daily - result.seasonal

# Filtrar os dados para o ano de 2017
data_2017 = data_merged_train[data_merged_train['date'].dt.year == 2017].copy()
deseasonalized_2017 = deseasonalized[deseasonalized.index.year == 2017]

# Dividir os dados em conjuntos de treinamento e avaliação
train_idx, eval_idx = train_test_split(deseasonalized_2017.index, test_size=0.2, shuffle=False)
X_train, X_eval = deseasonalized_2017.loc[train_idx], deseasonalized_2017.loc[eval_idx]

# Ajustar o modelo SARIMA
model = SARIMAX(X_train, order=(2, 1, 2), seasonal_order=(5, 2, 3, 7))
model_fit = model.fit(disp=False)

# Fazer previsões para o conjunto de avaliação
predictions = model_fit.predict(start=X_eval.index[0], end=X_eval.index[-1])

# Calcular as métricas de erro
mse = mean_squared_error(X_eval, predictions)
rmse = np.sqrt(mse)
msle = mean_squared_log_error(X_eval, predictions)
rmsle = np.sqrt(msle)

print(f"MSE: {mse}")
print(f"RMSE: {rmse}")
print(f"MSLE: {msle}")
print(f"RMSLE: {rmsle}")

# Plotar resultados
plt.figure(figsize=(12, 6))
plt.plot(X_train.index, X_train, label='Treinamento')
plt.plot(X_eval.index, X_eval, label='Teste', color='red')
plt.plot(predictions.index, predictions, label='Previsões', color='green')
plt.title('Previsão com Modelo SARIMA')
plt.xlabel('Data')
plt.ylabel('Vendas Diárias Deseasonalizadas')
plt.legend()
plt.grid(True)
plt.show()

# Mostrar informações sobre os conjuntos
print("Conjunto de treinamento:", X_train.shape)
print("Conjunto de avaliação:", X_eval.shape)

# Agrupar por data e calcular a média das vendas de todas as lojas em 2017
daily_sales_2017 = data_2017.groupby('date')['sales'].mean().reset_index()

# Filtrar e imprimir os valores de "sales" a partir de 2017-07-01
sales_from_july = daily_sales_2017[daily_sales_2017['date'] >= '2017-07-01']
print("Vendas a partir de 2017-07-01:")
print(sales_from_july)

# Substituir os valores da coluna 'Vendas Reais' pelos valores corretos de sales_from_july
real_sales_eval = sales_from_july.set_index('date').loc[X_eval.index]['sales']
diff = real_sales_eval - predictions
diff_table = pd.DataFrame({'Data': X_eval.index, 'Vendas Reais': real_sales_eval.values, 'Previsões': predictions.values, 'Diferença': diff.values})

# Mostrar a tabela
print(diff_table)

# Alternativamente, salvar a tabela em um arquivo CSV se preferir
diff_table.to_csv('diferenca_previsoes_teste.csv', index=False)

/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/tsa/base/tsa_model.py:473: ValueWarning: No frequency information was provided, so inferred frequency D will be used.
  self._init_dates(dates, freq)
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/tsa/base/tsa_model.py:473: ValueWarning: No frequency information was provided, so inferred frequency D will be used.
  self._init_dates(dates, freq)
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/tsa/statespace/sarimax.py:966: UserWarning: Non-stationary starting autoregressive parameters found. Using zeros as starting parameters.
  warn('Non-stationary starting autoregressive parameters'
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/tsa/statespace/sarimax.py:978: UserWarning: Non-invertible starting MA parameters found. Using zeros as starting parameters.
  warn('Non-invertible starting MA parameters found.'
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "

MSE: 2805.314795810143
RMSE: 52.96522251260862
MSLE: 0.01169742278972734
RMSLE: 0.10815462444910684
No description has been provided for this image 
Conjunto de treinamento: (181,)
Conjunto de avaliação: (46,)
Vendas a partir de 2017-07-01:
          date       sales
181 2017-07-01  677.626219
182 2017-07-02  727.485532
183 2017-07-03  519.160162
184 2017-07-04  467.092753
185 2017-07-05  473.794396
186 2017-07-06  392.969703
187 2017-07-07  452.184232
188 2017-07-08  560.239727
189 2017-07-09  617.751584
190 2017-07-10  451.267599
191 2017-07-11  409.952170
192 2017-07-12  420.202018
193 2017-07-13  353.339710
194 2017-07-14  429.567687
195 2017-07-15  543.814324
196 2017-07-16  617.734960
197 2017-07-17  459.217465
198 2017-07-18  409.727109
199 2017-07-19  430.964522
200 2017-07-20  386.244707
201 2017-07-21  439.067508
202 2017-07-22  523.514055
203 2017-07-23  574.797273
204 2017-07-24  458.229140
205 2017-07-25  400.438627
206 2017-07-26  415.630216
207 2017-07-27  370.286098
208 2017-07-28  468.630574
209 2017-07-29  579.299027
210 2017-07-30  630.613063
211 2017-07-31  497.113828
212 2017-08-01  554.729385
213 2017-08-02  541.364768
214 2017-08-03  408.568173
215 2017-08-04  464.520587
216 2017-08-05  541.915629
217 2017-08-06  588.978207
218 2017-08-07  447.511203
219 2017-08-08  402.786952
220 2017-08-09  411.975126
221 2017-08-10  365.536988
222 2017-08-11  463.733851
223 2017-08-12  444.798280
224 2017-08-13  485.768618
225 2017-08-14  427.004717
226 2017-08-15  427.980884
         Data  Vendas Reais   Previsões   Diferença
0  2017-07-01    677.626219  611.612370   66.013849
1  2017-07-02    727.485532  681.480979   46.004553
2  2017-07-03    519.160162  410.286638  108.873524
3  2017-07-04    467.092753  408.208414   58.884339
4  2017-07-05    473.794396  441.078459   32.715936
5  2017-07-06    392.969703  405.315360  -12.345657
6  2017-07-07    452.184232  487.549472  -35.365240
7  2017-07-08    560.239727  601.911513  -41.671786
8  2017-07-09    617.751584  629.209253  -11.457669
9  2017-07-10    451.267599  430.925552   20.342047
10 2017-07-11    409.952170  398.994916   10.957254
11 2017-07-12    420.202018  439.083700  -18.881682
12 2017-07-13    353.339710  385.124823  -31.785113
13 2017-07-14    429.567687  460.535107  -30.967421
14 2017-07-15    543.814324  605.134533  -61.320210
15 2017-07-16    617.734960  676.405970  -58.671009
16 2017-07-17    459.217465  399.156685   60.060779
17 2017-07-18    409.727109  399.948425    9.778684
18 2017-07-19    430.964522  431.530969   -0.566447
19 2017-07-20    386.244707  389.328990   -3.084283
20 2017-07-21    439.067508  475.764688  -36.697180
21 2017-07-22    523.514055  576.580473  -53.066417
22 2017-07-23    574.797273  640.283083  -65.485810
23 2017-07-24    458.229140  405.819156   52.409984
24 2017-07-25    400.438627  388.376164   12.062463
25 2017-07-26    415.630216  424.928536   -9.298321
26 2017-07-27    370.286098  381.944273  -11.658175
27 2017-07-28    468.630574  447.549898   21.080676
28 2017-07-29    579.299027  600.088390  -20.789363
29 2017-07-30    630.613063  688.466013  -57.852951
30 2017-07-31    497.113828  390.961433  106.152395
31 2017-08-01    554.729385  384.304647  170.424738
32 2017-08-02    541.364768  422.827400  118.537367
33 2017-08-03    408.568173  375.231465   33.336708
34 2017-08-04    464.520587  458.076991    6.443596
35 2017-08-05    541.915629  559.691417  -17.775788
36 2017-08-06    588.978207  674.979738  -86.001532
37 2017-08-07    447.511203  377.497888   70.013315
38 2017-08-08    402.786952  373.502696   29.284256
39 2017-08-09    411.975126  415.597642   -3.622517
40 2017-08-10    365.536988  376.420718  -10.883730
41 2017-08-11    463.733851  446.671191   17.062660
42 2017-08-12    444.798280  586.930618 -142.132338
43 2017-08-13    485.768618  677.171012 -191.402393
44 2017-08-14    427.004717  381.125747   45.878970
45 2017-08-15    427.980884  374.222338   53.758546

TESTE 2

In [ ]:
# Assegurando que 'date' está em formato datetime
data_merged_train['date'] = pd.to_datetime(data_merged_train['date'])

# Definindo o intervalo de datas
start_date = "2013-01-01"
end_date = "2017-08-15"

# Filtrar dados para o intervalo desejado
data_filtered = data_merged_train[(data_merged_train['date'] >= start_date) & (data_merged_train['date'] <= end_date)]

# Agrupar por data e calcular a média das vendas de todas as lojas
average_sales_daily = data_filtered.groupby(pd.Grouper(key='date', freq='D'))['sales'].mean()

# Preencher valores ausentes com interpolação
average_sales_daily = average_sales_daily.interpolate()

# Decompor a série temporal em componentes de tendência, sazonalidade e resíduos
result = seasonal_decompose(average_sales_daily, model='additive', period=365, extrapolate_trend='freq')

# Remover apenas a sazonalidade dos dados originais
deseasonalized = average_sales_daily - result.seasonal

# Filtrar os dados para o ano de 2017
data_2017 = data_merged_train[data_merged_train['date'].dt.year == 2017].copy()
deseasonalized_2017 = deseasonalized[deseasonalized.index.year == 2017]

# Dividir os dados em conjuntos de treinamento e avaliação
train_idx, eval_idx = train_test_split(deseasonalized_2017.index, test_size=0.2, shuffle=False)
X_train, X_eval = deseasonalized_2017.loc[train_idx], deseasonalized_2017.loc[eval_idx]

# Ajustar o modelo SARIMA
model = SARIMAX(X_train, order=(2, 1, 2), seasonal_order=(1, 1, 1, 7), enforce_stationarity=False, enforce_invertibility=False)
model_fit = model.fit(disp=False)

# Fazer previsões para o conjunto de avaliação
predictions = model_fit.predict(start=X_eval.index[0], end=X_eval.index[-1])

# Calcular as métricas de erro
mse = mean_squared_error(X_eval, predictions)
rmse = np.sqrt(mse)
msle = mean_squared_log_error(X_eval, predictions)
rmsle = np.sqrt(msle)

print(f"MSE: {mse}")
print(f"RMSE: {rmse}")
print(f"MSLE: {msle}")
print(f"RMSLE: {rmsle}")

# Plotar resultados
plt.figure(figsize=(12, 6))
plt.plot(X_train.index, X_train, label='Treinamento')
plt.plot(X_eval.index, X_eval, label='Teste', color='red')
plt.plot(predictions.index, predictions, label='Previsões', color='green')
plt.title('Previsão com Modelo SARIMA')
plt.xlabel('Data')
plt.ylabel('Vendas Diárias Deseasonalizadas')
plt.legend()
plt.grid(True)
plt.show()

# Mostrar informações sobre os conjuntos
print("Conjunto de treinamento:", X_train.shape)
print("Conjunto de avaliação:", X_eval.shape)

# Agrupar por data e calcular a média das vendas de todas as lojas em 2017
daily_sales_2017 = data_2017.groupby('date')['sales'].mean().reset_index()

# Filtrar e imprimir os valores de "sales" a partir de 2017-07-01
sales_from_july = daily_sales_2017[daily_sales_2017['date'] >= '2017-07-01']
print("Vendas a partir de 2017-07-01:")
print(sales_from_july)

# Substituir os valores da coluna 'Vendas Reais' pelos valores corretos de sales_from_july
real_sales_eval = sales_from_july.set_index('date').loc[X_eval.index]['sales']
diff = real_sales_eval - predictions
diff_table = pd.DataFrame({'Data': X_eval.index, 'Vendas Reais': real_sales_eval.values, 'Previsões': predictions.values, 'Diferença': diff.values})

# Mostrar a tabela
print(diff_table)

# Alternativamente, salvar a tabela em um arquivo CSV se preferir
diff_table.to_csv('diferenca_previsoes_teste.csv', index=False)

/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/tsa/base/tsa_model.py:473: ValueWarning: No frequency information was provided, so inferred frequency D will be used.
  self._init_dates(dates, freq)
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/tsa/base/tsa_model.py:473: ValueWarning: No frequency information was provided, so inferred frequency D will be used.
  self._init_dates(dates, freq)
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "

MSE: 1016.9301104441175
RMSE: 31.889341643315834
MSLE: 0.0035871062565711663
RMSLE: 0.0598924557567242
No description has been provided for this image 
Conjunto de treinamento: (181,)
Conjunto de avaliação: (46,)
Vendas a partir de 2017-07-01:
          date       sales
181 2017-07-01  677.626219
182 2017-07-02  727.485532
183 2017-07-03  519.160162
184 2017-07-04  467.092753
185 2017-07-05  473.794396
186 2017-07-06  392.969703
187 2017-07-07  452.184232
188 2017-07-08  560.239727
189 2017-07-09  617.751584
190 2017-07-10  451.267599
191 2017-07-11  409.952170
192 2017-07-12  420.202018
193 2017-07-13  353.339710
194 2017-07-14  429.567687
195 2017-07-15  543.814324
196 2017-07-16  617.734960
197 2017-07-17  459.217465
198 2017-07-18  409.727109
199 2017-07-19  430.964522
200 2017-07-20  386.244707
201 2017-07-21  439.067508
202 2017-07-22  523.514055
203 2017-07-23  574.797273
204 2017-07-24  458.229140
205 2017-07-25  400.438627
206 2017-07-26  415.630216
207 2017-07-27  370.286098
208 2017-07-28  468.630574
209 2017-07-29  579.299027
210 2017-07-30  630.613063
211 2017-07-31  497.113828
212 2017-08-01  554.729385
213 2017-08-02  541.364768
214 2017-08-03  408.568173
215 2017-08-04  464.520587
216 2017-08-05  541.915629
217 2017-08-06  588.978207
218 2017-08-07  447.511203
219 2017-08-08  402.786952
220 2017-08-09  411.975126
221 2017-08-10  365.536988
222 2017-08-11  463.733851
223 2017-08-12  444.798280
224 2017-08-13  485.768618
225 2017-08-14  427.004717
226 2017-08-15  427.980884
         Data  Vendas Reais   Previsões   Diferença
0  2017-07-01    677.626219  613.724082   63.902137
1  2017-07-02    727.485532  610.413067  117.072465
2  2017-07-03    519.160162  450.385788   68.774374
3  2017-07-04    467.092753  424.953200   42.139553
4  2017-07-05    473.794396  456.307782   17.486613
5  2017-07-06    392.969703  416.898406  -23.928703
6  2017-07-07    452.184232  507.572824  -55.388591
7  2017-07-08    560.239727  618.546699  -58.306972
8  2017-07-09    617.751584  610.519557    7.232027
9  2017-07-10    451.267599  450.654915    0.612684
10 2017-07-11    409.952170  425.311821  -15.359651
11 2017-07-12    420.202018  456.850971  -36.648954
12 2017-07-13    353.339710  417.441855  -64.102145
13 2017-07-14    429.567687  507.527160  -77.959474
14 2017-07-15    543.814324  619.234815  -75.420491
15 2017-07-16    617.734960  611.261639    6.473322
16 2017-07-17    459.217465  451.395130    7.822335
17 2017-07-18    409.727109  426.051011  -16.323902
18 2017-07-19    430.964522  457.588048  -26.623526
19 2017-07-20    386.244707  418.178929  -31.934222
20 2017-07-21    439.067508  508.270980  -69.203472
21 2017-07-22    523.514055  619.970232  -96.456177
22 2017-07-23    574.797273  611.996438  -37.199164
23 2017-07-24    458.229140  452.129950    6.099190
24 2017-07-25    400.438627  426.785843  -26.347217
25 2017-07-26    415.630216  458.322905  -42.692689
26 2017-07-27    370.286098  418.913786  -48.627687
27 2017-07-28    468.630574  509.005760  -40.375186
28 2017-07-29    579.299027  620.705108  -41.406081
29 2017-07-30    630.613063  612.731320   17.881742
30 2017-07-31    497.113828  452.864833   44.248995
31 2017-08-01    554.729385  427.520726  127.208659
32 2017-08-02    541.364768  459.057787   82.306981
33 2017-08-03    408.568173  419.648668  -11.080494
34 2017-08-04    464.520587  509.740642  -45.220055
35 2017-08-05    541.915629  621.439989  -79.524361
36 2017-08-06    588.978207  613.466202  -24.487995
37 2017-08-07    447.511203  453.599714   -6.088511
38 2017-08-08    402.786952  428.255607  -25.468655
39 2017-08-09    411.975126  459.792669  -47.817543
40 2017-08-10    365.536988  420.383549  -54.846562
41 2017-08-11    463.733851  510.475524  -46.741673
42 2017-08-12    444.798280  622.174871 -177.376591
43 2017-08-13    485.768618  614.201084 -128.432466
44 2017-08-14    427.004717  454.334596  -27.329879
45 2017-08-15    427.980884  428.990489   -1.009605
In [ ]:
data_test.head(5)
Out[ ]:
id date store_nbr family onpromotion
0 3000888 2017-08-16 1 AUTOMOTIVE 0
1 3000889 2017-08-16 1 BABY CARE 0
2 3000890 2017-08-16 1 BEAUTY 2
3 3000891 2017-08-16 1 BEVERAGES 20
4 3000892 2017-08-16 1 BOOKS 0
In [ ]:
unique_families = data_2017['family'].unique()
unique_families
Out[ ]:
array(['AUTOMOTIVE', 'BABY CARE', 'BEAUTY', 'BEVERAGES', 'BOOKS',
       'BREAD/BAKERY', 'CELEBRATION', 'CLEANING', 'DAIRY', 'DELI', 'EGGS',
       'FROZEN FOODS', 'GROCERY I', 'GROCERY II', 'HARDWARE',
       'HOME AND KITCHEN I', 'HOME AND KITCHEN II', 'HOME APPLIANCES',
       'HOME CARE', 'LADIESWEAR', 'LAWN AND GARDEN', 'LINGERIE',
       'LIQUOR,WINE,BEER', 'MAGAZINES', 'MEATS', 'PERSONAL CARE',
       'PET SUPPLIES', 'PLAYERS AND ELECTRONICS', 'POULTRY',
       'PREPARED FOODS', 'PRODUCE', 'SCHOOL AND OFFICE SUPPLIES',
       'SEAFOOD'], dtype=object)
In [ ]:
#Remover a coluna 'family'
data_2017_no_family = data_2017.drop(columns=['family'])

#Criar colunas de presença/ausência para cada valor único de 'family'
unique_families = data_2017['family'].unique()

for family in unique_families:
    data_2017_no_family[family] = (data_2017['family'] == family).astype(int)


# Visualizar as primeiras linhas do DataFrame
data_2017_no_family.head()
Out[ ]:
id date store_nbr sales onpromotion city state type cluster transactions ... MAGAZINES MEATS PERSONAL CARE PET SUPPLIES PLAYERS AND ELECTRONICS POULTRY PREPARED FOODS PRODUCE SCHOOL AND OFFICE SUPPLIES SEAFOOD
2642706 2596374 2017-01-01 1 0.0 0 Quito Pichincha D 13 NaN ... 0 0 0 0 0 0 0 0 0 0
2642707 2596375 2017-01-01 1 0.0 0 Quito Pichincha D 13 NaN ... 0 0 0 0 0 0 0 0 0 0
2642708 2596376 2017-01-01 1 0.0 0 Quito Pichincha D 13 NaN ... 0 0 0 0 0 0 0 0 0 0
2642709 2596377 2017-01-01 1 0.0 0 Quito Pichincha D 13 NaN ... 0 0 0 0 0 0 0 0 0 0
2642710 2596378 2017-01-01 1 0.0 0 Quito Pichincha D 13 NaN ... 0 0 0 0 0 0 0 0 0 0

5 rows × 49 columns

Apagando colunas desnecessárias

In [ ]:
data_2017_no_family.info()

<class 'pandas.core.frame.DataFrame'>
Index: 411642 entries, 2642706 to 3054347
Data columns (total 49 columns):
 #   Column                      Non-Null Count   Dtype         
---  ------                      --------------   -----         
 0   id                          411642 non-null  int64         
 1   date                        411642 non-null  datetime64[ns]
 2   store_nbr                   411642 non-null  int64         
 3   sales                       411642 non-null  float64       
 4   onpromotion                 411642 non-null  int64         
 5   city                        411642 non-null  object        
 6   state                       411642 non-null  object        
 7   type                        411642 non-null  object        
 8   cluster                     411642 non-null  int64         
 9   transactions                406296 non-null  float64       
 10  type_holiday                53460 non-null   object        
 11  locale                      53460 non-null   object        
 12  locale_name                 53460 non-null   object        
 13  description                 53460 non-null   object        
 14  transferred                 53460 non-null   object        
 15  dcoilwtico                  292248 non-null  float64       
 16  AUTOMOTIVE                  411642 non-null  int64         
 17  BABY CARE                   411642 non-null  int64         
 18  BEAUTY                      411642 non-null  int64         
 19  BEVERAGES                   411642 non-null  int64         
 20  BOOKS                       411642 non-null  int64         
 21  BREAD/BAKERY                411642 non-null  int64         
 22  CELEBRATION                 411642 non-null  int64         
 23  CLEANING                    411642 non-null  int64         
 24  DAIRY                       411642 non-null  int64         
 25  DELI                        411642 non-null  int64         
 26  EGGS                        411642 non-null  int64         
 27  FROZEN FOODS                411642 non-null  int64         
 28  GROCERY I                   411642 non-null  int64         
 29  GROCERY II                  411642 non-null  int64         
 30  HARDWARE                    411642 non-null  int64         
 31  HOME AND KITCHEN I          411642 non-null  int64         
 32  HOME AND KITCHEN II         411642 non-null  int64         
 33  HOME APPLIANCES             411642 non-null  int64         
 34  HOME CARE                   411642 non-null  int64         
 35  LADIESWEAR                  411642 non-null  int64         
 36  LAWN AND GARDEN             411642 non-null  int64         
 37  LINGERIE                    411642 non-null  int64         
 38  LIQUOR,WINE,BEER            411642 non-null  int64         
 39  MAGAZINES                   411642 non-null  int64         
 40  MEATS                       411642 non-null  int64         
 41  PERSONAL CARE               411642 non-null  int64         
 42  PET SUPPLIES                411642 non-null  int64         
 43  PLAYERS AND ELECTRONICS     411642 non-null  int64         
 44  POULTRY                     411642 non-null  int64         
 45  PREPARED FOODS              411642 non-null  int64         
 46  PRODUCE                     411642 non-null  int64         
 47  SCHOOL AND OFFICE SUPPLIES  411642 non-null  int64         
 48  SEAFOOD                     411642 non-null  int64         
dtypes: datetime64[ns](1), float64(3), int64(37), object(8)
memory usage: 157.0+ MB
In [ ]:
# Dropar as colunas especificadas
columns_to_drop = ['city', 'state', 'type', 'cluster', 'locale',  'transactions', 'transferred', 'type_holiday', 'locale_name', 'description', 'dcoilwtico']
data_2017_no_family = data_2017_no_family.drop(columns=columns_to_drop)
In [ ]:
data_2017_no_family.columns
Out[ ]:
Index(['id', 'date', 'store_nbr', 'sales', 'onpromotion', 'AUTOMOTIVE',
       'BABY CARE', 'BEAUTY', 'BEVERAGES', 'BOOKS', 'BREAD/BAKERY',
       'CELEBRATION', 'CLEANING', 'DAIRY', 'DELI', 'EGGS', 'FROZEN FOODS',
       'GROCERY I', 'GROCERY II', 'HARDWARE', 'HOME AND KITCHEN I',
       'HOME AND KITCHEN II', 'HOME APPLIANCES', 'HOME CARE', 'LADIESWEAR',
       'LAWN AND GARDEN', 'LINGERIE', 'LIQUOR,WINE,BEER', 'MAGAZINES', 'MEATS',
       'PERSONAL CARE', 'PET SUPPLIES', 'PLAYERS AND ELECTRONICS', 'POULTRY',
       'PREPARED FOODS', 'PRODUCE', 'SCHOOL AND OFFICE SUPPLIES', 'SEAFOOD'],
      dtype='object')
In [ ]:
data_2017_no_family.head()
Out[ ]:
id date store_nbr family sales onpromotion
2642706 2596374 2017-01-01 1 AUTOMOTIVE 0.0 0
2642707 2596375 2017-01-01 1 BABY CARE 0.0 0
2642708 2596376 2017-01-01 1 BEAUTY 0.0 0
2642709 2596377 2017-01-01 1 BEVERAGES 0.0 0
2642710 2596378 2017-01-01 1 BOOKS 0.0 0
In [ ]:
# Assegurando que 'date' está em formato datetime nos DataFrames relevantes
data_merged_train['date'] = pd.to_datetime(data_merged_train['date'])

# Definindo o intervalo de datas
start_date = "2013-01-01"
end_date = "2017-08-15"

# Filtrar dados para o intervalo desejado
data_filtered = data_merged_train[(data_merged_train['date'] >= start_date) & (data_merged_train['date'] <= end_date)]

# Agrupar por data e calcular a média das vendas de todas as lojas
average_sales_daily = data_filtered.groupby(pd.Grouper(key='date', freq='D'))['sales'].mean()

# Preencher valores ausentes com interpolação
average_sales_daily = average_sales_daily.interpolate()

# Decompor a série temporal em componentes de tendência, sazonalidade e resíduos
result = seasonal_decompose(average_sales_daily, model='additive', period=365, extrapolate_trend='freq')

# Remover apenas a sazonalidade dos dados originais
deseasonalized = average_sales_daily - result.seasonal

# Filtrar os dados para o ano de 2017
data_2017_no_family = data_merged_train[data_merged_train['date'].dt.year == 2017].copy()
deseasonalized_2017_no_family = deseasonalized[deseasonalized.index.year == 2017]

# Dividir os dados em conjuntos de treinamento e avaliação
train_idx, eval_idx = train_test_split(deseasonalized_2017_no_family.index, test_size=0.2, shuffle=False)
X_train, X_eval = deseasonalized_2017_no_family.loc[train_idx], deseasonalized_2017_no_family.loc[eval_idx]

# Ajustar o modelo SARIMA
model = SARIMAX(X_train, order=(2, 1, 2), seasonal_order=(1, 1, 1, 7), enforce_stationarity=False, enforce_invertibility=False)
model_fit = model.fit(disp=False)

# Fazer previsões para o conjunto de avaliação
predictions = model_fit.predict(start=X_eval.index[0], end=X_eval.index[-1])

# Calcular as métricas de erro
mse = mean_squared_error(X_eval, predictions)
rmse = np.sqrt(mse)
msle = mean_squared_log_error(X_eval, predictions)
rmsle = np.sqrt(msle)

print(f"MSE: {mse}")
print(f"RMSE: {rmse}")
print(f"MSLE: {msle}")
print(f"RMSLE: {rmsle}")

# Plotar resultados
plt.figure(figsize=(12, 6))
plt.plot(X_train.index, X_train, label='Treinamento')
plt.plot(X_eval.index, X_eval, label='Teste', color='red')
plt.plot(predictions.index, predictions, label='Previsões', color='green')
plt.title('Previsão com Modelo SARIMA')
plt.xlabel('Data')
plt.ylabel('Vendas Diárias Deseasonalizadas')
plt.legend()
plt.grid(True)
plt.show()

# Mostrar informações sobre os conjuntos
print("Conjunto de treinamento:", X_train.shape)
print("Conjunto de avaliação:", X_eval.shape)

# Agrupar por data e calcular a média das vendas de todas as lojas em 2017
daily_sales_2017 = data_2017_no_family.groupby('date')['sales'].mean().reset_index()


# Substituir os valores da coluna 'Vendas Reais' pelos valores corretos de sales_from_july
real_sales_eval = sales_from_july.set_index('date').loc[X_eval.index]['sales']
diff = real_sales_eval - predictions
diff_table = pd.DataFrame({'Data': X_eval.index, 'Vendas Reais': real_sales_eval.values, 'Previsões': predictions.values, 'Diferença': diff.values})


# Mostrar a tabela no estilo tabulate
print(tabulate(diff_table, headers='keys', tablefmt='grid'))

# Alternativamente, salvar a tabela em um arquivo CSV se preferir
diff_table.to_csv('diferenca_previsoes_teste.csv', index=False)

# Verificar as datas faltantes em data_2017_no_family
all_dates_2017 = pd.date_range(start='2017-01-01', end='2017-12-31', freq='D')
missing_dates_2017_no_family = all_dates_2017.difference(data_2017_no_family['date'])

# Exibir as datas faltantes
print("Datas faltantes em data_2017_no_family:")
print(missing_dates_2017_no_family)

/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/tsa/base/tsa_model.py:473: ValueWarning: No frequency information was provided, so inferred frequency D will be used.
  self._init_dates(dates, freq)
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/tsa/base/tsa_model.py:473: ValueWarning: No frequency information was provided, so inferred frequency D will be used.
  self._init_dates(dates, freq)
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "

MSE: 1016.9301104441175
RMSE: 31.889341643315834
MSLE: 0.0035871062565711663
RMSLE: 0.0598924557567242
No description has been provided for this image 
Conjunto de treinamento: (181,)
Conjunto de avaliação: (46,)
+----+---------------------+----------------+-------------+-------------+
|    | Data                |   Vendas Reais |   Previsões |   Diferença |
+====+=====================+================+=============+=============+
|  0 | 2017-07-01 00:00:00 |        677.626 |     613.724 |   63.9021   |
+----+---------------------+----------------+-------------+-------------+
|  1 | 2017-07-02 00:00:00 |        727.486 |     610.413 |  117.072    |
+----+---------------------+----------------+-------------+-------------+
|  2 | 2017-07-03 00:00:00 |        519.16  |     450.386 |   68.7744   |
+----+---------------------+----------------+-------------+-------------+
|  3 | 2017-07-04 00:00:00 |        467.093 |     424.953 |   42.1396   |
+----+---------------------+----------------+-------------+-------------+
|  4 | 2017-07-05 00:00:00 |        473.794 |     456.308 |   17.4866   |
+----+---------------------+----------------+-------------+-------------+
|  5 | 2017-07-06 00:00:00 |        392.97  |     416.898 |  -23.9287   |
+----+---------------------+----------------+-------------+-------------+
|  6 | 2017-07-07 00:00:00 |        452.184 |     507.573 |  -55.3886   |
+----+---------------------+----------------+-------------+-------------+
|  7 | 2017-07-08 00:00:00 |        560.24  |     618.547 |  -58.307    |
+----+---------------------+----------------+-------------+-------------+
|  8 | 2017-07-09 00:00:00 |        617.752 |     610.52  |    7.23203  |
+----+---------------------+----------------+-------------+-------------+
|  9 | 2017-07-10 00:00:00 |        451.268 |     450.655 |    0.612684 |
+----+---------------------+----------------+-------------+-------------+
| 10 | 2017-07-11 00:00:00 |        409.952 |     425.312 |  -15.3597   |
+----+---------------------+----------------+-------------+-------------+
| 11 | 2017-07-12 00:00:00 |        420.202 |     456.851 |  -36.649    |
+----+---------------------+----------------+-------------+-------------+
| 12 | 2017-07-13 00:00:00 |        353.34  |     417.442 |  -64.1021   |
+----+---------------------+----------------+-------------+-------------+
| 13 | 2017-07-14 00:00:00 |        429.568 |     507.527 |  -77.9595   |
+----+---------------------+----------------+-------------+-------------+
| 14 | 2017-07-15 00:00:00 |        543.814 |     619.235 |  -75.4205   |
+----+---------------------+----------------+-------------+-------------+
| 15 | 2017-07-16 00:00:00 |        617.735 |     611.262 |    6.47332  |
+----+---------------------+----------------+-------------+-------------+
| 16 | 2017-07-17 00:00:00 |        459.217 |     451.395 |    7.82234  |
+----+---------------------+----------------+-------------+-------------+
| 17 | 2017-07-18 00:00:00 |        409.727 |     426.051 |  -16.3239   |
+----+---------------------+----------------+-------------+-------------+
| 18 | 2017-07-19 00:00:00 |        430.965 |     457.588 |  -26.6235   |
+----+---------------------+----------------+-------------+-------------+
| 19 | 2017-07-20 00:00:00 |        386.245 |     418.179 |  -31.9342   |
+----+---------------------+----------------+-------------+-------------+
| 20 | 2017-07-21 00:00:00 |        439.068 |     508.271 |  -69.2035   |
+----+---------------------+----------------+-------------+-------------+
| 21 | 2017-07-22 00:00:00 |        523.514 |     619.97  |  -96.4562   |
+----+---------------------+----------------+-------------+-------------+
| 22 | 2017-07-23 00:00:00 |        574.797 |     611.996 |  -37.1992   |
+----+---------------------+----------------+-------------+-------------+
| 23 | 2017-07-24 00:00:00 |        458.229 |     452.13  |    6.09919  |
+----+---------------------+----------------+-------------+-------------+
| 24 | 2017-07-25 00:00:00 |        400.439 |     426.786 |  -26.3472   |
+----+---------------------+----------------+-------------+-------------+
| 25 | 2017-07-26 00:00:00 |        415.63  |     458.323 |  -42.6927   |
+----+---------------------+----------------+-------------+-------------+
| 26 | 2017-07-27 00:00:00 |        370.286 |     418.914 |  -48.6277   |
+----+---------------------+----------------+-------------+-------------+
| 27 | 2017-07-28 00:00:00 |        468.631 |     509.006 |  -40.3752   |
+----+---------------------+----------------+-------------+-------------+
| 28 | 2017-07-29 00:00:00 |        579.299 |     620.705 |  -41.4061   |
+----+---------------------+----------------+-------------+-------------+
| 29 | 2017-07-30 00:00:00 |        630.613 |     612.731 |   17.8817   |
+----+---------------------+----------------+-------------+-------------+
| 30 | 2017-07-31 00:00:00 |        497.114 |     452.865 |   44.249    |
+----+---------------------+----------------+-------------+-------------+
| 31 | 2017-08-01 00:00:00 |        554.729 |     427.521 |  127.209    |
+----+---------------------+----------------+-------------+-------------+
| 32 | 2017-08-02 00:00:00 |        541.365 |     459.058 |   82.307    |
+----+---------------------+----------------+-------------+-------------+
| 33 | 2017-08-03 00:00:00 |        408.568 |     419.649 |  -11.0805   |
+----+---------------------+----------------+-------------+-------------+
| 34 | 2017-08-04 00:00:00 |        464.521 |     509.741 |  -45.2201   |
+----+---------------------+----------------+-------------+-------------+
| 35 | 2017-08-05 00:00:00 |        541.916 |     621.44  |  -79.5244   |
+----+---------------------+----------------+-------------+-------------+
| 36 | 2017-08-06 00:00:00 |        588.978 |     613.466 |  -24.488    |
+----+---------------------+----------------+-------------+-------------+
| 37 | 2017-08-07 00:00:00 |        447.511 |     453.6   |   -6.08851  |
+----+---------------------+----------------+-------------+-------------+
| 38 | 2017-08-08 00:00:00 |        402.787 |     428.256 |  -25.4687   |
+----+---------------------+----------------+-------------+-------------+
| 39 | 2017-08-09 00:00:00 |        411.975 |     459.793 |  -47.8175   |
+----+---------------------+----------------+-------------+-------------+
| 40 | 2017-08-10 00:00:00 |        365.537 |     420.384 |  -54.8466   |
+----+---------------------+----------------+-------------+-------------+
| 41 | 2017-08-11 00:00:00 |        463.734 |     510.476 |  -46.7417   |
+----+---------------------+----------------+-------------+-------------+
| 42 | 2017-08-12 00:00:00 |        444.798 |     622.175 | -177.377    |
+----+---------------------+----------------+-------------+-------------+
| 43 | 2017-08-13 00:00:00 |        485.769 |     614.201 | -128.432    |
+----+---------------------+----------------+-------------+-------------+
| 44 | 2017-08-14 00:00:00 |        427.005 |     454.335 |  -27.3299   |
+----+---------------------+----------------+-------------+-------------+
| 45 | 2017-08-15 00:00:00 |        427.981 |     428.99  |   -1.0096   |
+----+---------------------+----------------+-------------+-------------+
Datas faltantes em data_2017_no_family:
DatetimeIndex(['2017-08-16', '2017-08-17', '2017-08-18', '2017-08-19',
               '2017-08-20', '2017-08-21', '2017-08-22', '2017-08-23',
               '2017-08-24', '2017-08-25',
               ...
               '2017-12-22', '2017-12-23', '2017-12-24', '2017-12-25',
               '2017-12-26', '2017-12-27', '2017-12-28', '2017-12-29',
               '2017-12-30', '2017-12-31'],
              dtype='datetime64[ns]', length=138, freq='D')
In [ ]:
data_2017_no_family.columns
Out[ ]:
Index(['id', 'date', 'store_nbr', 'family', 'sales', 'onpromotion'], dtype='object')
In [ ]:
data_test.columns
Out[ ]:
Index(['id', 'date', 'store_nbr', 'family', 'onpromotion'], dtype='object')

Não funcionou fazer um gráfico para cada family type. Outra abordagem:

In [ ]:
# Assegurando que 'date' está em formato datetime nos DataFrames relevantes
data_merged_train['date'] = pd.to_datetime(data_merged_train['date'])
data_2017_no_family['date'] = pd.to_datetime(data_2017_no_family['date'])

# Definindo o intervalo de datas
start_date = "2013-01-01"
end_date = "2017-08-15"

# Filtrar dados para o intervalo desejado
data_filtered = data_merged_train[(data_merged_train['date'] >= start_date) & (data_merged_train['date'] <= end_date)]

# Função para dessazonalizar as vendas
def dessazonalizar_vendas(data, family_type):
    family_data = data[data['family'] == family_type]
    average_sales_daily = family_data.groupby(pd.Grouper(key='date', freq='D'))['sales'].mean().interpolate()
    result = seasonal_decompose(average_sales_daily, model='additive', period=365, extrapolate_trend='freq')
    return average_sales_daily - result.seasonal

# Lista de tipos de "family"
family_types = data_filtered['family'].unique()

# Dicionário para armazenar previsões
predictions_dict = {}

# Loop através de cada tipo de "family"
for family_type in family_types:
    # Dessazonalizar as vendas
    deseasonalized = dessazonalizar_vendas(data_filtered, family_type)
    
    # Filtrar os dados para o ano de 2017 no conjunto de dados sem "family"
    deseasonalized_2017 = deseasonalized[deseasonalized.index.year == 2017]
    
    # Dividir os dados em conjuntos de treinamento e avaliação
    train_idx, eval_idx = train_test_split(deseasonalized_2017.index, test_size=0.2, shuffle=False)
    X_train, X_eval = deseasonalized_2017.loc[train_idx], deseasonalized_2017.loc[eval_idx]
    
    # Ajustar o modelo SARIMA
    model = SARIMAX(X_train, order=(2, 1, 2), seasonal_order=(1, 1, 1, 7), enforce_stationarity=False, enforce_invertibility=False)
    model_fit = model.fit(disp=False)
    
    # Fazer previsões para o conjunto de avaliação
    predictions = model_fit.predict(start=X_eval.index[0], end=X_eval.index[-1])
    
    # Armazenar previsões
    predictions_dict[family_type] = predictions

# Mostrar previsões para todas as "family"
for family_type in family_types:
    print(f'\nPrevisões para {family_type}:')
    predictions_table = pd.DataFrame({
        'Date': predictions_dict[family_type].index,
        'Predictions': predictions_dict[family_type].values
    })
    print(tabulate(predictions_table, headers='keys', tablefmt='grid'))

Dá pra agrupar por familia o periodo da avaliacao e fazer o comparativo.

In [ ]:
# Assegurando que 'date' está em formato datetime nos DataFrames relevantes
data_merged_train['date'] = pd.to_datetime(data_merged_train['date'])
data_2017_no_family['date'] = pd.to_datetime(data_2017_no_family['date'])

# Definindo o intervalo de datas
start_date = "2013-01-01"
end_date = "2017-08-15"

# Filtrar dados para o intervalo desejado
data_filtered = data_merged_train[(data_merged_train['date'] >= start_date) & (data_merged_train['date'] <= end_date)]

# Função para dessazonalizar as vendas
def dessazonalizar_vendas(data, family_type, store_nbr):
    family_store_data = data[(data['family'] == family_type) & (data['store_nbr'] == store_nbr)]
    average_sales_daily = family_store_data.groupby(pd.Grouper(key='date', freq='D'))['sales'].mean().interpolate()
    result = seasonal_decompose(average_sales_daily, model='additive', period=365, extrapolate_trend='freq')
    return average_sales_daily - result.seasonal

# Lista de tipos de "family" e "store_nbr"
family_types = data_filtered['family'].unique()
store_numbers = data_filtered['store_nbr'].unique()

# Dicionário para armazenar previsões
predictions_dict = {}

# Loop através de cada combinação de "family" e "store_nbr"
for family_type in family_types:
    for store_nbr in store_numbers:
        # Dessazonalizar as vendas
        deseasonalized = dessazonalizar_vendas(data_filtered, family_type, store_nbr)
        
        if deseasonalized.empty:
            continue
        
        # Filtrar os dados para o ano de 2017 no conjunto de dados sem "family"
        deseasonalized_2017 = deseasonalized[deseasonalized.index.year == 2017]
        
        # Dividir os dados em conjuntos de treinamento e avaliação
        train_idx, eval_idx = train_test_split(deseasonalized_2017.index, test_size=0.2, shuffle=False)
        X_train, X_eval = deseasonalized_2017.loc[train_idx], deseasonalized_2017.loc[eval_idx]
        
        # Ajustar o modelo SARIMA
        model = SARIMAX(X_train, order=(2, 1, 2), seasonal_order=(1, 1, 1, 7), enforce_stationarity=False, enforce_invertibility=False)
        model_fit = model.fit(disp=False)
        
        # Fazer previsões para o conjunto de avaliação
        predictions = model_fit.predict(start=X_eval.index[0], end=X_eval.index[-1])
        
        # Armazenar previsões
        predictions_dict[(family_type, store_nbr)] = predictions

# Mostrar previsões para todas as combinações de "family" e "store_nbr"
for (family_type, store_nbr), predictions in predictions_dict.items():
    print(f'\nPrevisões para {family_type} na loja {store_nbr}:')
    predictions_table = pd.DataFrame({
        'Date': predictions.index,
        'Predictions': predictions.values
    })
    print(tabulate(predictions_table, headers='keys', tablefmt='grid'))

Acima foi impresso uma tabela agrupada por tipo de family por loja para cada dia de validação. (Resultado está em tabela_loja_tipodeproduto.py). Consegui prevever para cada family. Anteriormente, consegui prever vendas gerais

Fazer agora comparativo com valores de teste. Aqui foi impresso os valores de sales do dataset usado como treinamento (estão na tabela data_loja_tipodeprodutoREAL.py) durante a validação, para que fosse possível fazer a comparação de valores previstos.

In [ ]:
# Assegurando que 'date' está em formato datetime no DataFrame data_2017_no_family
data_2017_no_family['date'] = pd.to_datetime(data_2017_no_family['date'])

# Filtrar dados para o período desejado de 2017-07-01 a 2017-08-15
start_date = "2017-07-01"
end_date = "2017-08-15"
data_filtered_period = data_2017_no_family[(data_2017_no_family['date'] >= start_date) & (data_2017_no_family['date'] <= end_date)]

# Lista de tipos de "family" e "store_nbr"
family_types = data_filtered_period['family'].unique()
store_numbers = data_filtered_period['store_nbr'].unique()

# Dicionário para armazenar os dados agrupados
sales_data_dict = {}

# Loop através de cada combinação de "family" e "store_nbr"
for family_type in family_types:
    for store_nbr in store_numbers:
        # Filtrar os dados para a combinação de family_type e store_nbr
        family_store_data = data_filtered_period[(data_filtered_period['family'] == family_type) & (data_filtered_period['store_nbr'] == store_nbr)]
        
        if family_store_data.empty:
            continue
        
        # Agrupar por data e calcular a média das vendas
        average_sales_daily = family_store_data.groupby('date')['sales'].mean().reset_index()
        
        # Armazenar os dados no dicionário
        sales_data_dict[(family_type, store_nbr)] = average_sales_daily

# Mostrar vendas para todas as combinações de "family" e "store_nbr"
for (family_type, store_nbr), sales_data in sales_data_dict.items():
    print(f'\nVendas para {family_type} na loja {store_nbr} no período de 2017-07-01 a 2017-08-15:')
    print(tabulate(sales_data, headers='keys', tablefmt='grid'))
In [ ]:
# Filtrar dados para o período desejado de 2017-07-01 a 2017-08-15
period_start_date = "2017-07-01"
period_end_date = "2017-08-15"
data_filtered_period = data_2017_no_family[(data_2017_no_family['date'] >= period_start_date) & (data_2017_no_family['date'] <= period_end_date)]

# Lista de tipos de "family" e "store_nbr"
family_types = data_filtered_period['family'].unique()
store_numbers = data_filtered_period['store_nbr'].unique()

# Dicionário para armazenar os dados agrupados
sales_data_dict = {}

# Loop através de cada combinação de "family" e "store_nbr"
for family_type in family_types:
    for store_nbr in store_numbers:
        # Filtrar os dados para a combinação de family_type e store_nbr
        family_store_data = data_filtered_period[(data_filtered_period['family'] == family_type) & (data_filtered_period['store_nbr'] == store_nbr)]
        
        if family_store_data.empty:
            continue
        
        # Agrupar por data e calcular a média das vendas
        average_sales_daily = family_store_data.groupby('date')['sales'].mean().reset_index()
        
        # Armazenar os dados no dicionário
        sales_data_dict[(family_type, store_nbr)] = average_sales_daily

# Comparar sales e predictions
comparison_dict = {}

for (family_type, store_nbr), sales_data in sales_data_dict.items():
    if (family_type, store_nbr) in predictions_dict:
        predictions = predictions_dict[(family_type, store_nbr)]
        predictions = predictions[sales_data['date']]
        comparison_df = pd.DataFrame({
            'Date': sales_data['date'],
            'Sales': sales_data['sales'],
            'Predictions': predictions.values
        })
        comparison_dict[(family_type, store_nbr)] = comparison_df

# Mostrar comparações para todas as combinações de "family" e "store_nbr"
for (family_type, store_nbr), comparison_df in comparison_dict.items():
    print(f'\nComparação de Vendas e Previsões para {family_type} na loja {store_nbr} no período de 2017-07-01 a 2017-08-15:')
    print(tabulate(comparison_df, headers='keys', tablefmt='grid'))
In [ ]:
data_2017_no_family.columns
Out[ ]:
Index(['id', 'date', 'store_nbr', 'family', 'sales', 'onpromotion'], dtype='object')

Testando data_test

In [ ]:
# Assegurando que 'date' está em formato datetime nos DataFrames relevantes
data_merged_train['date'] = pd.to_datetime(data_merged_train['date'])
data_2017_no_family['date'] = pd.to_datetime(data_2017_no_family['date'])
data_test['date'] = pd.to_datetime(data_test['date'])

# Definindo o intervalo de datas para treinamento
start_date = "2013-01-01"
end_date = "2017-08-15"

# Filtrar dados para o intervalo desejado
data_filtered = data_merged_train[(data_merged_train['date'] >= start_date) & (data_merged_train['date'] <= end_date)]

# Função para dessazonalizar as vendas
def dessazonalizar_vendas(data, family_type, store_nbr):
    family_store_data = data[(data['family'] == family_type) & (data['store_nbr'] == store_nbr)]
    average_sales_daily = family_store_data.groupby(pd.Grouper(key='date', freq='D'))['sales'].mean().interpolate()
    result = seasonal_decompose(average_sales_daily, model='additive', period=365, extrapolate_trend='freq')
    return average_sales_daily - result.seasonal

# Lista de tipos de "family" e "store_nbr"
family_types = data_filtered['family'].unique()
store_numbers = data_filtered['store_nbr'].unique()

# Dicionário para armazenar previsões
predictions_dict = {}

# Loop através de cada combinação de "family" e "store_nbr"
for family_type in family_types:
    for store_nbr in store_numbers:
        # Dessazonalizar as vendas
        deseasonalized = dessazonalizar_vendas(data_filtered, family_type, store_nbr)
        
        if deseasonalized.empty:
            continue
        
        # Filtrar os dados para o ano de 2017 no conjunto de dados sem "family"
        deseasonalized_2017 = deseasonalized[deseasonalized.index.year == 2017]
        
        # Ajustar o modelo SARIMA
        model = SARIMAX(deseasonalized_2017, order=(2, 1, 2), seasonal_order=(1, 1, 1, 7), enforce_stationarity=False, enforce_invertibility=False)
        model_fit = model.fit(disp=False)
        
        # Filtrar dados de teste para a combinação de family e store_nbr
        test_data = data_test[(data_test['family'] == family_type) & (data_test['store_nbr'] == store_nbr)]
        
        if test_data.empty:
            continue
        
        # Fazer previsões para o conjunto de teste
        start_date_test = test_data['date'].min()
        end_date_test = test_data['date'].max()
        predictions = model_fit.predict(start=start_date_test, end=end_date_test)
        
        # Armazenar previsões
        for date, prediction in predictions.items():
            id_value = test_data[test_data['date'] == date]['id'].values[0]
            predictions_dict[id_value] = prediction

# Criar DataFrame para submissão
submission_df = pd.DataFrame(list(predictions_dict.items()), columns=['id', 'sales'])

# Salvar previsões em um arquivo CSV
submission_df.to_csv('data_submission.csv', index=False)

# Exibir a tabela de submissões
print(tabulate(submission_df, headers='keys', tablefmt='grid'))

/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "
/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/statsmodels/base/model.py:607: ConvergenceWarning: Maximum Likelihood optimization failed to converge. Check mle_retvals
  warnings.warn("Maximum Likelihood optimization failed to "

+-------+-------------+-----------------+
|       |          id |           sales |
+=======+=============+=================+
|     0 | 3.00089e+06 |     4.75923     |
+-------+-------------+-----------------+
|     1 | 3.00267e+06 |     4.49604     |
+-------+-------------+-----------------+
|     2 | 3.00445e+06 |     5.81176     |
+-------+-------------+-----------------+
|     3 | 3.00623e+06 |     5.01401     |
+-------+-------------+-----------------+
|     4 | 3.00802e+06 |     2.67436     |
+-------+-------------+-----------------+
|     5 | 3.0098e+06  |     5.01577     |
+-------+-------------+-----------------+
|     6 | 3.01158e+06 |     4.24957     |
+-------+-------------+-----------------+
|     7 | 3.01336e+06 |     4.78775     |
+-------+-------------+-----------------+
|     8 | 3.01514e+06 |     4.92686     |
+-------+-------------+-----------------+
|     9 | 3.01693e+06 |     5.51878     |
+-------+-------------+-----------------+
|    10 | 3.01871e+06 |     4.95779     |
+-------+-------------+-----------------+
|    11 | 3.02049e+06 |     2.66485     |
+-------+-------------+-----------------+
|    12 | 3.02227e+06 |     4.86455     |
+-------+-------------+-----------------+
|    13 | 3.02405e+06 |     4.34794     |
+-------+-------------+-----------------+
|    14 | 3.02584e+06 |     4.82103     |
+-------+-------------+-----------------+
|    15 | 3.02762e+06 |     4.93018     |
+-------+-------------+-----------------+
|    16 | 3.00092e+06 |     2.06902     |
+-------+-------------+-----------------+
|    17 | 3.0027e+06  |     1.76494     |
+-------+-------------+-----------------+
|    18 | 3.00448e+06 |     2.36925     |
+-------+-------------+-----------------+
|    19 | 3.00627e+06 |     2.82731     |
+-------+-------------+-----------------+
|    20 | 3.00805e+06 |     2.84793     |
+-------+-------------+-----------------+
|    21 | 3.00983e+06 |     1.26588     |
+-------+-------------+-----------------+
|    22 | 3.01161e+06 |     1.50362     |
+-------+-------------+-----------------+
|    23 | 3.0134e+06  |     1.95409     |
+-------+-------------+-----------------+
|    24 | 3.01518e+06 |     1.97337     |
+-------+-------------+-----------------+
|    25 | 3.01696e+06 |     2.25494     |
+-------+-------------+-----------------+
|    26 | 3.01874e+06 |     2.83577     |
+-------+-------------+-----------------+
|    27 | 3.02052e+06 |     2.82386     |
+-------+-------------+-----------------+
|    28 | 3.0223e+06  |     1.24748     |
+-------+-------------+-----------------+
|    29 | 3.02409e+06 |     1.4827      |
+-------+-------------+-----------------+
|    30 | 3.02587e+06 |     1.9348      |
+-------+-------------+-----------------+
|    31 | 3.02765e+06 |     1.95437     |
+-------+-------------+-----------------+
|    32 | 3.00095e+06 |     6.91057     |
+-------+-------------+-----------------+
|    33 | 3.00274e+06 |     5.94026     |
+-------+-------------+-----------------+
|    34 | 3.00452e+06 |     8.17698     |
+-------+-------------+-----------------+
|    35 | 3.0063e+06  |     9.38716     |
+-------+-------------+-----------------+
|    36 | 3.00808e+06 |    10.2541      |
+-------+-------------+-----------------+
|    37 | 3.00986e+06 |     7.22846     |
+-------+-------------+-----------------+
|    38 | 3.01165e+06 |     6.63041     |
+-------+-------------+-----------------+
|    39 | 3.01343e+06 |     5.66954     |
+-------+-------------+-----------------+
|    40 | 3.01521e+06 |     6.40729     |
+-------+-------------+-----------------+
|    41 | 3.01699e+06 |     8.41285     |
+-------+-------------+-----------------+
|    42 | 3.01877e+06 |     9.61087     |
+-------+-------------+-----------------+
|    43 | 3.02056e+06 |     9.89946     |
+-------+-------------+-----------------+
|    44 | 3.02234e+06 |     6.77068     |
+-------+-------------+-----------------+
|    45 | 3.02412e+06 |     6.86117     |
+-------+-------------+-----------------+
|    46 | 3.0259e+06  |     5.84919     |
+-------+-------------+-----------------+
|    47 | 3.02768e+06 |     6.36117     |
+-------+-------------+-----------------+
|    48 | 3.00099e+06 |     5.04857     |
+-------+-------------+-----------------+
|    49 | 3.00277e+06 |     6.02288     |
+-------+-------------+-----------------+
|    50 | 3.00455e+06 |     5.75357     |
+-------+-------------+-----------------+
|    51 | 3.00633e+06 |     9.00527     |
+-------+-------------+-----------------+
|    52 | 3.00812e+06 |     7.34263     |
+-------+-------------+-----------------+
|    53 | 3.0099e+06  |     5.56399     |
+-------+-------------+-----------------+
|    54 | 3.01168e+06 |     4.33677     |
+-------+-------------+-----------------+
|    55 | 3.01346e+06 |     5.28487     |
+-------+-------------+-----------------+
|    56 | 3.01524e+06 |     5.65883     |
+-------+-------------+-----------------+
|    57 | 3.01702e+06 |     5.55822     |
+-------+-------------+-----------------+
|    58 | 3.01881e+06 |     8.97737     |
+-------+-------------+-----------------+
|    59 | 3.02059e+06 |     7.3264      |
+-------+-------------+-----------------+
|    60 | 3.02237e+06 |     5.54239     |
+-------+-------------+-----------------+
|    61 | 3.02415e+06 |     4.444       |
+-------+-------------+-----------------+
|    62 | 3.02594e+06 |     5.31063     |
+-------+-------------+-----------------+
|    63 | 3.02772e+06 |     5.67082     |
+-------+-------------+-----------------+
|    64 | 3.00102e+06 |     4.96203     |
+-------+-------------+-----------------+
|    65 | 3.0028e+06  |     5.28493     |
+-------+-------------+-----------------+
|    66 | 3.00458e+06 |     5.6844      |
+-------+-------------+-----------------+
|    67 | 3.00637e+06 |     7.6625      |
+-------+-------------+-----------------+
|    68 | 3.00815e+06 |     5.73761     |
+-------+-------------+-----------------+
|    69 | 3.00993e+06 |     5.43472     |
+-------+-------------+-----------------+
|    70 | 3.01171e+06 |     4.14793     |
+-------+-------------+-----------------+
|    71 | 3.01349e+06 |     4.39971     |
+-------+-------------+-----------------+
|    72 | 3.01528e+06 |     5.59275     |
+-------+-------------+-----------------+
|    73 | 3.01706e+06 |     5.32613     |
+-------+-------------+-----------------+
|    74 | 3.01884e+06 |     7.85487     |
+-------+-------------+-----------------+
|    75 | 3.02062e+06 |     5.47812     |
+-------+-------------+-----------------+
|    76 | 3.0224e+06  |     5.54585     |
+-------+-------------+-----------------+
|    77 | 3.02419e+06 |     3.95506     |
+-------+-------------+-----------------+
|    78 | 3.02597e+06 |     4.45652     |
+-------+-------------+-----------------+
|    79 | 3.02775e+06 |     5.44459     |
+-------+-------------+-----------------+
|    80 | 3.00105e+06 |     3.96578     |
+-------+-------------+-----------------+
|    81 | 3.00284e+06 |     5.0399      |
+-------+-------------+-----------------+
|    82 | 3.00462e+06 |     4.3826      |
+-------+-------------+-----------------+
|    83 | 3.0064e+06  |     7.02291     |
+-------+-------------+-----------------+
|    84 | 3.00818e+06 |     5.42672     |
+-------+-------------+-----------------+
|    85 | 3.00996e+06 |     4.40293     |
+-------+-------------+-----------------+
|    86 | 3.01174e+06 |     3.85277     |
+-------+-------------+-----------------+
|    87 | 3.01353e+06 |     4.17386     |
+-------+-------------+-----------------+
|    88 | 3.01531e+06 |     4.68681     |
+-------+-------------+-----------------+
|    89 | 3.01709e+06 |     4.45679     |
+-------+-------------+-----------------+
|    90 | 3.01887e+06 |     6.98053     |
+-------+-------------+-----------------+
|    91 | 3.02066e+06 |     5.43583     |
+-------+-------------+-----------------+
|    92 | 3.02244e+06 |     4.39214     |
+-------+-------------+-----------------+
|    93 | 3.02422e+06 |     3.8542      |
+-------+-------------+-----------------+
|    94 | 3.026e+06   |     4.16839     |
+-------+-------------+-----------------+
|    95 | 3.02778e+06 |     4.683       |
+-------+-------------+-----------------+
|    96 | 3.00109e+06 |     2.72239     |
+-------+-------------+-----------------+
|    97 | 3.00287e+06 |     3.3507      |
+-------+-------------+-----------------+
|    98 | 3.00465e+06 |     3.59419     |
+-------+-------------+-----------------+
|    99 | 3.00643e+06 |     5.11944     |
+-------+-------------+-----------------+
|   100 | 3.00821e+06 |     4.7742      |
+-------+-------------+-----------------+
|   101 | 3.01e+06    |     3.84855     |
+-------+-------------+-----------------+
|   102 | 3.01178e+06 |     4.24715     |
+-------+-------------+-----------------+
|   103 | 3.01356e+06 |     2.68227     |
+-------+-------------+-----------------+
|   104 | 3.01534e+06 |     3.35666     |
+-------+-------------+-----------------+
|   105 | 3.01712e+06 |     3.61181     |
+-------+-------------+-----------------+
|   106 | 3.01891e+06 |     5.14225     |
+-------+-------------+-----------------+
|   107 | 3.02069e+06 |     4.79855     |
+-------+-------------+-----------------+
|   108 | 3.02247e+06 |     3.87355     |
+-------+-------------+-----------------+
|   109 | 3.02425e+06 |     4.27232     |
+-------+-------------+-----------------+
|   110 | 3.02603e+06 |     2.70752     |
+-------+-------------+-----------------+
|   111 | 3.02782e+06 |     3.38194     |
+-------+-------------+-----------------+
|   112 | 3.00112e+06 |     4.5738      |
+-------+-------------+-----------------+
|   113 | 3.0029e+06  |     4.55637     |
+-------+-------------+-----------------+
|   114 | 3.00468e+06 |     5.98078     |
+-------+-------------+-----------------+
|   115 | 3.00646e+06 |     7.82432     |
+-------+-------------+-----------------+
|   116 | 3.00825e+06 |     7.5988      |
+-------+-------------+-----------------+
|   117 | 3.01003e+06 |     5.24538     |
+-------+-------------+-----------------+
|   118 | 3.01181e+06 |     5.53068     |
+-------+-------------+-----------------+
|   119 | 3.01359e+06 |     4.71158     |
+-------+-------------+-----------------+
|   120 | 3.01538e+06 |     4.67741     |
+-------+-------------+-----------------+
|   121 | 3.01716e+06 |     6.04272     |
+-------+-------------+-----------------+
|   122 | 3.01894e+06 |     7.86158     |
+-------+-------------+-----------------+
|   123 | 3.02072e+06 |     7.63066     |
+-------+-------------+-----------------+
|   124 | 3.0225e+06  |     5.27583     |
+-------+-------------+-----------------+
|   125 | 3.02428e+06 |     5.56087     |
+-------+-------------+-----------------+
|   126 | 3.02607e+06 |     4.74158     |
+-------+-------------+-----------------+
|   127 | 3.02785e+06 |     4.70744     |
+-------+-------------+-----------------+
|   128 | 3.00115e+06 |     5.93999     |
+-------+-------------+-----------------+
|   129 | 3.00293e+06 |     6.21815     |
+-------+-------------+-----------------+
|   130 | 3.00472e+06 |     7.37836     |
+-------+-------------+-----------------+
|   131 | 3.0065e+06  |    14.6063      |
+-------+-------------+-----------------+
|   132 | 3.00828e+06 |    12.1537      |
+-------+-------------+-----------------+
|   133 | 3.01006e+06 |     7.89212     |
+-------+-------------+-----------------+
|   134 | 3.01184e+06 |     6.78853     |
+-------+-------------+-----------------+
|   135 | 3.01363e+06 |     6.75061     |
+-------+-------------+-----------------+
|   136 | 3.01541e+06 |     6.45813     |
+-------+-------------+-----------------+
|   137 | 3.01719e+06 |     7.24446     |
+-------+-------------+-----------------+
|   138 | 3.01897e+06 |    14.536       |
+-------+-------------+-----------------+
|   139 | 3.02075e+06 |    12.1421      |
+-------+-------------+-----------------+
|   140 | 3.02254e+06 |     7.87459     |
+-------+-------------+-----------------+
|   141 | 3.02432e+06 |     6.76192     |
+-------+-------------+-----------------+
|   142 | 3.0261e+06  |     6.72439     |
+-------+-------------+-----------------+
|   143 | 3.02788e+06 |     6.43328     |
+-------+-------------+-----------------+
|   144 | 3.00118e+06 |     3.22982     |
+-------+-------------+-----------------+
|   145 | 3.00297e+06 |     4.33338     |
+-------+-------------+-----------------+
|   146 | 3.00475e+06 |     4.46657     |
+-------+-------------+-----------------+
|   147 | 3.00653e+06 |     6.7292      |
+-------+-------------+-----------------+
|   148 | 3.00831e+06 |     6.24134     |
+-------+-------------+-----------------+
|   149 | 3.0101e+06  |     3.02092     |
+-------+-------------+-----------------+
|   150 | 3.01188e+06 |     3.45768     |
+-------+-------------+-----------------+
|   151 | 3.01366e+06 |     3.24286     |
+-------+-------------+-----------------+
|   152 | 3.01544e+06 |     4.3539      |
+-------+-------------+-----------------+
|   153 | 3.01722e+06 |     4.49557     |
+-------+-------------+-----------------+
|   154 | 3.019e+06   |     6.76161     |
+-------+-------------+-----------------+
|   155 | 3.02079e+06 |     6.27531     |
+-------+-------------+-----------------+
|   156 | 3.02257e+06 |     3.05554     |
+-------+-------------+-----------------+
|   157 | 3.02435e+06 |     3.49262     |
+-------+-------------+-----------------+
|   158 | 3.02613e+06 |     3.27794     |
+-------+-------------+-----------------+
|   159 | 3.02792e+06 |     4.38904     |
+-------+-------------+-----------------+
|   160 | 3.00122e+06 |     4.9999      |
+-------+-------------+-----------------+
|   161 | 3.003e+06   |     5.18941     |
+-------+-------------+-----------------+
|   162 | 3.00478e+06 |     6.28019     |
+-------+-------------+-----------------+
|   163 | 3.00656e+06 |    11.0156      |
+-------+-------------+-----------------+
|   164 | 3.00835e+06 |     9.29811     |
+-------+-------------+-----------------+
|   165 | 3.01013e+06 |     5.62497     |
+-------+-------------+-----------------+
|   166 | 3.01191e+06 |     4.85597     |
+-------+-------------+-----------------+
|   167 | 3.01369e+06 |     4.6015      |
+-------+-------------+-----------------+
|   168 | 3.01547e+06 |     4.91551     |
+-------+-------------+-----------------+
|   169 | 3.01726e+06 |     6.51816     |
+-------+-------------+-----------------+
|   170 | 3.01904e+06 |    10.5218      |
+-------+-------------+-----------------+
|   171 | 3.02082e+06 |     8.7803      |
+-------+-------------+-----------------+
|   172 | 3.0226e+06  |     5.52825     |
+-------+-------------+-----------------+
|   173 | 3.02438e+06 |     4.97224     |
+-------+-------------+-----------------+
|   174 | 3.02617e+06 |     4.57982     |
+-------+-------------+-----------------+
|   175 | 3.02795e+06 |     4.88527     |
+-------+-------------+-----------------+
|   176 | 3.00125e+06 |     4.96449     |
+-------+-------------+-----------------+
|   177 | 3.00303e+06 |     6.29972     |
+-------+-------------+-----------------+
|   178 | 3.00482e+06 |     7.13692     |
+-------+-------------+-----------------+
|   179 | 3.0066e+06  |     9.03926     |
+-------+-------------+-----------------+
|   180 | 3.00838e+06 |     8.70727     |
+-------+-------------+-----------------+
|   181 | 3.01016e+06 |     5.793       |
+-------+-------------+-----------------+
|   182 | 3.01194e+06 |     5.03148     |
+-------+-------------+-----------------+
|   183 | 3.01372e+06 |     5.01723     |
+-------+-------------+-----------------+
|   184 | 3.01551e+06 |     6.54615     |
+-------+-------------+-----------------+
|   185 | 3.01729e+06 |     7.03276     |
+-------+-------------+-----------------+
|   186 | 3.01907e+06 |     9.123       |
+-------+-------------+-----------------+
|   187 | 3.02085e+06 |     8.66313     |
+-------+-------------+-----------------+
|   188 | 3.02264e+06 |     5.82587     |
+-------+-------------+-----------------+
|   189 | 3.02442e+06 |     5.00706     |
+-------+-------------+-----------------+
|   190 | 3.0262e+06  |     5.03183     |
+-------+-------------+-----------------+
|   191 | 3.02798e+06 |     6.53965     |
+-------+-------------+-----------------+
|   192 | 3.00128e+06 |     7.67875     |
+-------+-------------+-----------------+
|   193 | 3.00307e+06 |     8.30094     |
+-------+-------------+-----------------+
|   194 | 3.00485e+06 |     7.79793     |
+-------+-------------+-----------------+
|   195 | 3.00663e+06 |    12.8676      |
+-------+-------------+-----------------+
|   196 | 3.00841e+06 |    12.0212      |
+-------+-------------+-----------------+
|   197 | 3.01019e+06 |     5.29228     |
+-------+-------------+-----------------+
|   198 | 3.01198e+06 |     6.7532      |
+-------+-------------+-----------------+
|   199 | 3.01376e+06 |     7.17926     |
+-------+-------------+-----------------+
|   200 | 3.01554e+06 |     7.83027     |
+-------+-------------+-----------------+
|   201 | 3.01732e+06 |     7.59349     |
+-------+-------------+-----------------+
|   202 | 3.0191e+06  |    12.7676      |
+-------+-------------+-----------------+
|   203 | 3.02089e+06 |    11.9822      |
+-------+-------------+-----------------+
|   204 | 3.02267e+06 |     5.2877      |
+-------+-------------+-----------------+
|   205 | 3.02445e+06 |     6.76675     |
+-------+-------------+-----------------+
|   206 | 3.02623e+06 |     7.19983     |
+-------+-------------+-----------------+
|   207 | 3.02801e+06 |     7.85556     |
+-------+-------------+-----------------+
|   208 | 3.00132e+06 |     8.74747     |
+-------+-------------+-----------------+
|   209 | 3.0031e+06  |    10.175       |
+-------+-------------+-----------------+
|   210 | 3.00488e+06 |     9.38179     |
+-------+-------------+-----------------+
|   211 | 3.00666e+06 |    14.3767      |
+-------+-------------+-----------------+
|   212 | 3.00844e+06 |    14.5518      |
+-------+-------------+-----------------+
|   213 | 3.01023e+06 |     8.81697     |
+-------+-------------+-----------------+
|   214 | 3.01201e+06 |     9.90952     |
+-------+-------------+-----------------+
|   215 | 3.01379e+06 |     8.93923     |
+-------+-------------+-----------------+
|   216 | 3.01557e+06 |    10.2547      |
+-------+-------------+-----------------+
|   217 | 3.01736e+06 |     9.39818     |
+-------+-------------+-----------------+
|   218 | 3.01914e+06 |    14.3737      |
+-------+-------------+-----------------+
|   219 | 3.02092e+06 |    14.545       |
+-------+-------------+-----------------+
|   220 | 3.0227e+06  |     8.81001     |
+-------+-------------+-----------------+
|   221 | 3.02448e+06 |     9.90278     |
+-------+-------------+-----------------+
|   222 | 3.02626e+06 |     8.9326      |
+-------+-------------+-----------------+
|   223 | 3.02805e+06 |    10.2481      |
+-------+-------------+-----------------+
|   224 | 3.00135e+06 |     4.74636     |
+-------+-------------+-----------------+
|   225 | 3.00313e+06 |     5.57434     |
+-------+-------------+-----------------+
|   226 | 3.00491e+06 |     4.88179     |
+-------+-------------+-----------------+
|   227 | 3.0067e+06  |     6.43242     |
+-------+-------------+-----------------+
|   228 | 3.00848e+06 |     7.5925      |
+-------+-------------+-----------------+
|   229 | 3.01026e+06 |     5.12935     |
+-------+-------------+-----------------+
|   230 | 3.01204e+06 |     4.93917     |
+-------+-------------+-----------------+
|   231 | 3.01382e+06 |     4.72746     |
+-------+-------------+-----------------+
|   232 | 3.01561e+06 |     5.52847     |
+-------+-------------+-----------------+
|   233 | 3.01739e+06 |     4.87272     |
+-------+-------------+-----------------+
|   234 | 3.01917e+06 |     6.43735     |
+-------+-------------+-----------------+
|   235 | 3.02095e+06 |     7.60181     |
+-------+-------------+-----------------+
|   236 | 3.02273e+06 |     5.14011     |
+-------+-------------+-----------------+
|   237 | 3.02452e+06 |     4.95045     |
+-------+-------------+-----------------+
|   238 | 3.0263e+06  |     4.7388      |
+-------+-------------+-----------------+
|   239 | 3.02808e+06 |     5.53985     |
+-------+-------------+-----------------+
|   240 | 3.00138e+06 |     1.7971      |
+-------+-------------+-----------------+
|   241 | 3.00316e+06 |     2.29463     |
+-------+-------------+-----------------+
|   242 | 3.00495e+06 |     2.12229     |
+-------+-------------+-----------------+
|   243 | 3.00673e+06 |     2.2966      |
+-------+-------------+-----------------+
|   244 | 3.00851e+06 |     3.13423     |
+-------+-------------+-----------------+
|   245 | 3.01029e+06 |     1.3405      |
+-------+-------------+-----------------+
|   246 | 3.01208e+06 |     1.34319     |
+-------+-------------+-----------------+
|   247 | 3.01386e+06 |     1.83154     |
+-------+-------------+-----------------+
|   248 | 3.01564e+06 |     2.3634      |
+-------+-------------+-----------------+
|   249 | 3.01742e+06 |     2.18926     |
+-------+-------------+-----------------+
|   250 | 3.0192e+06  |     2.1392      |
+-------+-------------+-----------------+
|   251 | 3.02098e+06 |     3.19331     |
+-------+-------------+-----------------+
|   252 | 3.02277e+06 |     1.24776     |
+-------+-------------+-----------------+
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|  1846 | 3.01181e+06 |     0.627981    |
+-------+-------------+-----------------+
|  1847 | 3.0136e+06  |     1.01982     |
+-------+-------------+-----------------+
|  1848 | 3.01538e+06 |     0.291222    |
+-------+-------------+-----------------+
|  1849 | 3.01716e+06 |     0.742901    |
+-------+-------------+-----------------+
|  1850 | 3.01894e+06 |     1.40979     |
+-------+-------------+-----------------+
|  1851 | 3.02072e+06 |     2.13619     |
+-------+-------------+-----------------+
|  1852 | 3.0225e+06  |     0.615157    |
+-------+-------------+-----------------+
|  1853 | 3.02429e+06 |     0.594154    |
+-------+-------------+-----------------+
|  1854 | 3.02607e+06 |     0.986035    |
+-------+-------------+-----------------+
|  1855 | 3.02785e+06 |     0.257421    |
+-------+-------------+-----------------+
|  1856 | 3.00115e+06 |     2.26866     |
+-------+-------------+-----------------+
|  1857 | 3.00294e+06 |     2.83357     |
+-------+-------------+-----------------+
|  1858 | 3.00472e+06 |     2.71662     |
+-------+-------------+-----------------+
|  1859 | 3.0065e+06  |     4.12095     |
+-------+-------------+-----------------+
|  1860 | 3.00828e+06 |     4.80149     |
+-------+-------------+-----------------+
|  1861 | 3.01006e+06 |     2.97278     |
+-------+-------------+-----------------+
|  1862 | 3.01185e+06 |     2.8619      |
+-------+-------------+-----------------+
|  1863 | 3.01363e+06 |     2.62357     |
+-------+-------------+-----------------+
|  1864 | 3.01541e+06 |     2.62708     |
+-------+-------------+-----------------+
|  1865 | 3.01719e+06 |     2.92989     |
+-------+-------------+-----------------+
|  1866 | 3.01897e+06 |     4.26878     |
+-------+-------------+-----------------+
|  1867 | 3.02076e+06 |     5.0119      |
+-------+-------------+-----------------+
|  1868 | 3.02254e+06 |     3.10638     |
+-------+-------------+-----------------+
|  1869 | 3.02432e+06 |     2.99676     |
+-------+-------------+-----------------+
|  1870 | 3.0261e+06  |     2.66474     |
+-------+-------------+-----------------+
|  1871 | 3.02788e+06 |     2.60992     |
+-------+-------------+-----------------+
|  1872 | 3.00119e+06 |     2.84431     |
+-------+-------------+-----------------+
|  1873 | 3.00297e+06 |     3.60704     |
+-------+-------------+-----------------+
|  1874 | 3.00475e+06 |     2.97176     |
+-------+-------------+-----------------+
|  1875 | 3.00653e+06 |     5.09309     |
+-------+-------------+-----------------+
|  1876 | 3.00832e+06 |     6.6359      |
+-------+-------------+-----------------+
|  1877 | 3.0101e+06  |     3.93245     |
+-------+-------------+-----------------+
|  1878 | 3.01188e+06 |     4.27553     |
+-------+-------------+-----------------+
|  1879 | 3.01366e+06 |     2.4535      |
+-------+-------------+-----------------+
|  1880 | 3.01544e+06 |     3.55797     |
+-------+-------------+-----------------+
|  1881 | 3.01722e+06 |     3.02766     |
+-------+-------------+-----------------+
|  1882 | 3.01901e+06 |     5.10061     |
+-------+-------------+-----------------+
|  1883 | 3.02079e+06 |     6.6988      |
+-------+-------------+-----------------+
|  1884 | 3.02257e+06 |     3.96178     |
+-------+-------------+-----------------+
|  1885 | 3.02435e+06 |     4.22155     |
+-------+-------------+-----------------+
|  1886 | 3.02614e+06 |     2.43698     |
+-------+-------------+-----------------+
|  1887 | 3.02792e+06 |     3.54688     |
+-------+-------------+-----------------+
|  1888 | 3.00122e+06 |     2.05473     |
+-------+-------------+-----------------+
|  1889 | 3.003e+06   |     1.59632     |
+-------+-------------+-----------------+
|  1890 | 3.00478e+06 |     1.96807     |
+-------+-------------+-----------------+
|  1891 | 3.00657e+06 |     4.0852      |
+-------+-------------+-----------------+
|  1892 | 3.00835e+06 |     3.2161      |
+-------+-------------+-----------------+
|  1893 | 3.01013e+06 |     2.55553     |
+-------+-------------+-----------------+
|  1894 | 3.01191e+06 |     2.34049     |
+-------+-------------+-----------------+
|  1895 | 3.01369e+06 |     1.86769     |
+-------+-------------+-----------------+
|  1896 | 3.01548e+06 |     1.64343     |
+-------+-------------+-----------------+
|  1897 | 3.01726e+06 |     2.02666     |
+-------+-------------+-----------------+
|  1898 | 3.01904e+06 |     4.04901     |
+-------+-------------+-----------------+
|  1899 | 3.02082e+06 |     3.0874      |
+-------+-------------+-----------------+
|  1900 | 3.0226e+06  |     2.54227     |
+-------+-------------+-----------------+
|  1901 | 3.02439e+06 |     2.35006     |
+-------+-------------+-----------------+
|  1902 | 3.02617e+06 |     1.8309      |
+-------+-------------+-----------------+
|  1903 | 3.02795e+06 |     1.591       |
+-------+-------------+-----------------+
|  1904 | 3.00125e+06 |     6.68262     |
+-------+-------------+-----------------+
|  1905 | 3.00304e+06 |     6.27984     |
+-------+-------------+-----------------+
|  1906 | 3.00482e+06 |     7.08941     |
+-------+-------------+-----------------+
|  1907 | 3.0066e+06  |    11.031       |
+-------+-------------+-----------------+
|  1908 | 3.00838e+06 |     8.95395     |
+-------+-------------+-----------------+
|  1909 | 3.01016e+06 |     6.63668     |
+-------+-------------+-----------------+
|  1910 | 3.01194e+06 |     6.85062     |
+-------+-------------+-----------------+
|  1911 | 3.01373e+06 |     6.43667     |
+-------+-------------+-----------------+
|  1912 | 3.01551e+06 |     6.18433     |
+-------+-------------+-----------------+
|  1913 | 3.01729e+06 |     7.19629     |
+-------+-------------+-----------------+
|  1914 | 3.01907e+06 |    11.0067      |
+-------+-------------+-----------------+
|  1915 | 3.02086e+06 |     9.04744     |
+-------+-------------+-----------------+
|  1916 | 3.02264e+06 |     6.62987     |
+-------+-------------+-----------------+
|  1917 | 3.02442e+06 |     6.92995     |
+-------+-------------+-----------------+
|  1918 | 3.0262e+06  |     6.44215     |
+-------+-------------+-----------------+
|  1919 | 3.02798e+06 |     6.25305     |
+-------+-------------+-----------------+
|  1920 | 3.00129e+06 |     4.11756     |
+-------+-------------+-----------------+
|  1921 | 3.00307e+06 |     4.58447     |
+-------+-------------+-----------------+
|  1922 | 3.00485e+06 |     3.27177     |
+-------+-------------+-----------------+
|  1923 | 3.00663e+06 |     8.10169     |
+-------+-------------+-----------------+
|  1924 | 3.00841e+06 |     8.80558     |
+-------+-------------+-----------------+
|  1925 | 3.0102e+06  |     4.01367     |
+-------+-------------+-----------------+
|  1926 | 3.01198e+06 |     4.51862     |
+-------+-------------+-----------------+
|  1927 | 3.01376e+06 |     4.52063     |
+-------+-------------+-----------------+
|  1928 | 3.01554e+06 |     4.36355     |
+-------+-------------+-----------------+
|  1929 | 3.01732e+06 |     3.60653     |
+-------+-------------+-----------------+
|  1930 | 3.01911e+06 |     7.38656     |
+-------+-------------+-----------------+
|  1931 | 3.02089e+06 |     7.9773      |
+-------+-------------+-----------------+
|  1932 | 3.02267e+06 |     3.80599     |
+-------+-------------+-----------------+
|  1933 | 3.02445e+06 |     4.42225     |
+-------+-------------+-----------------+
|  1934 | 3.02623e+06 |     4.38399     |
+-------+-------------+-----------------+
|  1935 | 3.02802e+06 |     4.30438     |
+-------+-------------+-----------------+
|  1936 | 3.00132e+06 |     2.58742     |
+-------+-------------+-----------------+
|  1937 | 3.0031e+06  |     3.89712     |
+-------+-------------+-----------------+
|  1938 | 3.00488e+06 |     2.72563     |
+-------+-------------+-----------------+
|  1939 | 3.00666e+06 |     5.53444     |
+-------+-------------+-----------------+
|  1940 | 3.00845e+06 |     7.41211     |
+-------+-------------+-----------------+
|  1941 | 3.01023e+06 |     2.89218     |
+-------+-------------+-----------------+
|  1942 | 3.01201e+06 |     4.02832     |
+-------+-------------+-----------------+
|  1943 | 3.01379e+06 |     2.98587     |
+-------+-------------+-----------------+
|  1944 | 3.01558e+06 |     3.04063     |
+-------+-------------+-----------------+
|  1945 | 3.01736e+06 |     2.68745     |
+-------+-------------+-----------------+
|  1946 | 3.01914e+06 |     5.50819     |
+-------+-------------+-----------------+
|  1947 | 3.02092e+06 |     7.51504     |
+-------+-------------+-----------------+
|  1948 | 3.0227e+06  |     3.02253     |
+-------+-------------+-----------------+
|  1949 | 3.02448e+06 |     3.51421     |
+-------+-------------+-----------------+
|  1950 | 3.02627e+06 |     2.82745     |
+-------+-------------+-----------------+
|  1951 | 3.02805e+06 |     3.00633     |
+-------+-------------+-----------------+
|  1952 | 3.00135e+06 |     3.40593     |
+-------+-------------+-----------------+
|  1953 | 3.00313e+06 |     2.5181      |
+-------+-------------+-----------------+
|  1954 | 3.00492e+06 |     2.306       |
+-------+-------------+-----------------+
|  1955 | 3.0067e+06  |     3.03284     |
+-------+-------------+-----------------+
|  1956 | 3.00848e+06 |     4.48661     |
+-------+-------------+-----------------+
|  1957 | 3.01026e+06 |     2.42971     |
+-------+-------------+-----------------+
|  1958 | 3.01204e+06 |     2.50045     |
+-------+-------------+-----------------+
|  1959 | 3.01383e+06 |     3.18957     |
+-------+-------------+-----------------+
|  1960 | 3.01561e+06 |     2.82023     |
+-------+-------------+-----------------+
|  1961 | 3.01739e+06 |     2.29589     |
+-------+-------------+-----------------+
|  1962 | 3.01917e+06 |     3.04947     |
+-------+-------------+-----------------+
|  1963 | 3.02095e+06 |     4.43708     |
+-------+-------------+-----------------+
|  1964 | 3.02274e+06 |     2.48481     |
+-------+-------------+-----------------+
|  1965 | 3.02452e+06 |     2.65694     |
+-------+-------------+-----------------+
|  1966 | 3.0263e+06  |     3.23457     |
+-------+-------------+-----------------+
|  1967 | 3.02808e+06 |     2.84075     |
+-------+-------------+-----------------+
|  1968 | 3.00138e+06 |     1.51214     |
+-------+-------------+-----------------+
|  1969 | 3.00317e+06 |     1.90256     |
+-------+-------------+-----------------+
|  1970 | 3.00495e+06 |     1.54934     |
+-------+-------------+-----------------+
|  1971 | 3.00673e+06 |     2.253       |
+-------+-------------+-----------------+
|  1972 | 3.00851e+06 |     2.38416     |
+-------+-------------+-----------------+
|  1973 | 3.0103e+06  |     1.66824     |
+-------+-------------+-----------------+
|  1974 | 3.01208e+06 |     1.76366     |
+-------+-------------+-----------------+
|  1975 | 3.01386e+06 |     1.67278     |
+-------+-------------+-----------------+
|  1976 | 3.01564e+06 |     2.20051     |
+-------+-------------+-----------------+
|  1977 | 3.01742e+06 |     1.60283     |
+-------+-------------+-----------------+
|  1978 | 3.0192e+06  |     2.15656     |
+-------+-------------+-----------------+
|  1979 | 3.02099e+06 |     2.35448     |
+-------+-------------+-----------------+
|  1980 | 3.02277e+06 |     1.61051     |
+-------+-------------+-----------------+
|  1981 | 3.02455e+06 |     1.55693     |
+-------+-------------+-----------------+
|  1982 | 3.02633e+06 |     1.62928     |
+-------+-------------+-----------------+
|  1983 | 3.02812e+06 |     2.14331     |
+-------+-------------+-----------------+
|  1984 | 3.00142e+06 |     4.47202     |
+-------+-------------+-----------------+
|  1985 | 3.0032e+06  |     3.99468     |
+-------+-------------+-----------------+
|  1986 | 3.00498e+06 |     5.4276      |
+-------+-------------+-----------------+
|  1987 | 3.00676e+06 |     6.48513     |
+-------+-------------+-----------------+
|  1988 | 3.00855e+06 |     5.24726     |
+-------+-------------+-----------------+
|  1989 | 3.01033e+06 |     4.68533     |
+-------+-------------+-----------------+
|  1990 | 3.01211e+06 |     4.66632     |
+-------+-------------+-----------------+
|  1991 | 3.01389e+06 |     4.59524     |
+-------+-------------+-----------------+
|  1992 | 3.01567e+06 |     3.89227     |
+-------+-------------+-----------------+
|  1993 | 3.01746e+06 |     5.27833     |
+-------+-------------+-----------------+
|  1994 | 3.01924e+06 |     6.18046     |
+-------+-------------+-----------------+
|  1995 | 3.02102e+06 |     4.88531     |
+-------+-------------+-----------------+
|  1996 | 3.0228e+06  |     4.54805     |
+-------+-------------+-----------------+
|  1997 | 3.02458e+06 |     4.34476     |
+-------+-------------+-----------------+
|  1998 | 3.02637e+06 |     4.48158     |
+-------+-------------+-----------------+
|  1999 | 3.02815e+06 |     3.79466     |
+-------+-------------+-----------------+
|  2000 | 3.00145e+06 |     3.30807     |
+-------+-------------+-----------------+
|  2001 | 3.00323e+06 |     2.94415     |
+-------+-------------+-----------------+
|  2002 | 3.00502e+06 |     5.02438     |
+-------+-------------+-----------------+
|  2003 | 3.0068e+06  |     3.90131     |
+-------+-------------+-----------------+
|  2004 | 3.00858e+06 |     4.05811     |
+-------+-------------+-----------------+
|  2005 | 3.01036e+06 |     2.70899     |
+-------+-------------+-----------------+
|  2006 | 3.01214e+06 |     2.98734     |
+-------+-------------+-----------------+
|  2007 | 3.01392e+06 |     3.47419     |
+-------+-------------+-----------------+
|  2008 | 3.01571e+06 |     3.12008     |
+-------+-------------+-----------------+
|  2009 | 3.01749e+06 |     5.50381     |
+-------+-------------+-----------------+
|  2010 | 3.01927e+06 |     3.897       |
+-------+-------------+-----------------+
|  2011 | 3.02105e+06 |     3.97771     |
+-------+-------------+-----------------+
|  2012 | 3.02284e+06 |     2.79984     |
+-------+-------------+-----------------+
|  2013 | 3.02462e+06 |     2.91566     |
+-------+-------------+-----------------+
|  2014 | 3.0264e+06  |     3.45474     |
+-------+-------------+-----------------+
|  2015 | 3.02818e+06 |     3.09866     |
+-------+-------------+-----------------+
|  2016 | 3.00148e+06 |     0.599151    |
+-------+-------------+-----------------+
|  2017 | 3.00327e+06 |     0.567113    |
+-------+-------------+-----------------+
|  2018 | 3.00505e+06 |     0.816575    |
+-------+-------------+-----------------+
|  2019 | 3.00683e+06 |     1.11398     |
+-------+-------------+-----------------+
|  2020 | 3.00861e+06 |     1.01758     |
+-------+-------------+-----------------+
|  2021 | 3.01039e+06 |     0.474101    |
+-------+-------------+-----------------+
|  2022 | 3.01218e+06 |     0.207628    |
+-------+-------------+-----------------+
|  2023 | 3.01396e+06 |     0.584554    |
+-------+-------------+-----------------+
|  2024 | 3.01574e+06 |     0.550536    |
+-------+-------------+-----------------+
|  2025 | 3.01752e+06 |     0.797751    |
+-------+-------------+-----------------+
|  2026 | 3.0193e+06  |     1.09127     |
+-------+-------------+-----------------+
|  2027 | 3.02109e+06 |     0.997055    |
+-------+-------------+-----------------+
|  2028 | 3.02287e+06 |     0.452442    |
+-------+-------------+-----------------+
|  2029 | 3.02465e+06 |     0.185187    |
+-------+-------------+-----------------+
|  2030 | 3.02643e+06 |     0.562478    |
+-------+-------------+-----------------+
|  2031 | 3.02821e+06 |     0.528438    |
+-------+-------------+-----------------+
|  2032 | 3.00152e+06 |     2.47796     |
+-------+-------------+-----------------+
|  2033 | 3.0033e+06  |     2.00788     |
+-------+-------------+-----------------+
|  2034 | 3.00508e+06 |     2.74987     |
+-------+-------------+-----------------+
|  2035 | 3.00686e+06 |     3.59941     |
+-------+-------------+-----------------+
|  2036 | 3.00864e+06 |     4.55708     |
+-------+-------------+-----------------+
|  2037 | 3.01043e+06 |     2.6022      |
+-------+-------------+-----------------+
|  2038 | 3.01221e+06 |     2.23847     |
+-------+-------------+-----------------+
|  2039 | 3.01399e+06 |     2.45464     |
+-------+-------------+-----------------+
|  2040 | 3.01577e+06 |     1.89139     |
+-------+-------------+-----------------+
|  2041 | 3.01756e+06 |     2.71819     |
+-------+-------------+-----------------+
|  2042 | 3.01934e+06 |     3.49612     |
+-------+-------------+-----------------+
|  2043 | 3.02112e+06 |     4.51377     |
+-------+-------------+-----------------+
|  2044 | 3.0229e+06  |     2.5087      |
+-------+-------------+-----------------+
|  2045 | 3.02468e+06 |     2.18697     |
+-------+-------------+-----------------+
|  2046 | 3.02646e+06 |     2.36799     |
+-------+-------------+-----------------+
|  2047 | 3.02825e+06 |     1.83415     |
+-------+-------------+-----------------+
|  2048 | 3.00155e+06 |     1.25615     |
+-------+-------------+-----------------+
|  2049 | 3.00333e+06 |     1.82577     |
+-------+-------------+-----------------+
|  2050 | 3.00511e+06 |     1.65486     |
+-------+-------------+-----------------+
|  2051 | 3.0069e+06  |     2.87594     |
+-------+-------------+-----------------+
|  2052 | 3.00868e+06 |     3.94065     |
+-------+-------------+-----------------+
|  2053 | 3.01046e+06 |     1.99065     |
+-------+-------------+-----------------+
|  2054 | 3.01224e+06 |     2.80504     |
+-------+-------------+-----------------+
|  2055 | 3.01402e+06 |     1.32919     |
+-------+-------------+-----------------+
|  2056 | 3.01581e+06 |     1.81212     |
+-------+-------------+-----------------+
|  2057 | 3.01759e+06 |     1.64389     |
+-------+-------------+-----------------+
|  2058 | 3.01937e+06 |     2.86391     |
+-------+-------------+-----------------+
|  2059 | 3.02115e+06 |     3.92848     |
+-------+-------------+-----------------+
|  2060 | 3.02293e+06 |     1.97843     |
+-------+-------------+-----------------+
|  2061 | 3.02472e+06 |     2.79281     |
+-------+-------------+-----------------+
|  2062 | 3.0265e+06  |     1.31696     |
+-------+-------------+-----------------+
|  2063 | 3.02828e+06 |     1.79989     |
+-------+-------------+-----------------+
|  2064 | 3.00158e+06 |     3.01553     |
+-------+-------------+-----------------+
|  2065 | 3.00336e+06 |     3.35882     |
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|  2066 | 3.00515e+06 |     3.14135     |
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|  2067 | 3.00693e+06 |     4.19013     |
+-------+-------------+-----------------+
|  2068 | 3.00871e+06 |     4.97675     |
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|  2069 | 3.01049e+06 |     3.1701      |
+-------+-------------+-----------------+
|  2070 | 3.01228e+06 |     3.34269     |
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|  2071 | 3.01406e+06 |     3.03639     |
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|  2072 | 3.01584e+06 |     3.12556     |
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|  2073 | 3.01762e+06 |     3.20779     |
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|  2074 | 3.0194e+06  |     4.08019     |
+-------+-------------+-----------------+
|  2075 | 3.02118e+06 |     4.97691     |
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|  2076 | 3.02297e+06 |     3.09022     |
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|  2077 | 3.02475e+06 |     3.33763     |
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|  2078 | 3.02653e+06 |     2.97659     |
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|  2079 | 3.02831e+06 |     3.09873     |
+-------+-------------+-----------------+
|  2080 | 3.00162e+06 |    11.832       |
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|  2081 | 3.0034e+06  |    11.2396      |
+-------+-------------+-----------------+
|  2082 | 3.00518e+06 |    15.0002      |
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|  2083 | 3.00696e+06 |    19.073       |
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|  2084 | 3.00874e+06 |    23.3985      |
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|  2085 | 3.01053e+06 |    12.0601      |
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|  2086 | 3.01231e+06 |    11.5145      |
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|  2087 | 3.01409e+06 |    12.3951      |
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|  2088 | 3.01587e+06 |    10.9675      |
+-------+-------------+-----------------+
|  2089 | 3.01765e+06 |    15.457       |
+-------+-------------+-----------------+
|  2090 | 3.01944e+06 |    17.4227      |
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|  2091 | 3.02122e+06 |    23.7685      |
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|  2092 | 3.023e+06   |    13.3264      |
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|  2093 | 3.02478e+06 |    11.7973      |
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|  2094 | 3.02656e+06 |    12.0199      |
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|  2095 | 3.02835e+06 |    11.3261      |
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|  2096 | 3.00165e+06 |     0.477875    |
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|  2097 | 3.00343e+06 |     0.645191    |
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|  2098 | 3.00521e+06 |     0.850381    |
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|  2099 | 3.007e+06   |     0.703216    |
+-------+-------------+-----------------+
|  2100 | 3.00878e+06 |     0.636101    |
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|  2101 | 3.01056e+06 |     0.773534    |
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|  2102 | 3.01234e+06 |     0.713381    |
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|  2103 | 3.01412e+06 |     0.523543    |
+-------+-------------+-----------------+
|  2104 | 3.0159e+06  |     0.760627    |
+-------+-------------+-----------------+
|  2105 | 3.01769e+06 |     0.820639    |
+-------+-------------+-----------------+
|  2106 | 3.01947e+06 |     0.732875    |
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|  2107 | 3.02125e+06 |     0.633305    |
+-------+-------------+-----------------+
|  2108 | 3.02303e+06 |     0.764738    |
+-------+-------------+-----------------+
|  2109 | 3.02482e+06 |     0.670561    |
+-------+-------------+-----------------+
|  2110 | 3.0266e+06  |     0.517996    |
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|  2633 | 3.017e+06   |  5765.5         |
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|  2634 | 3.01878e+06 |  5204.93        |
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|  2635 | 3.02056e+06 |  5236.96        |
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|  2636 | 3.02234e+06 |  4408.04        |
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|  2637 | 3.02412e+06 |  4376.98        |
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|  2638 | 3.0259e+06  |  4337.03        |
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|  2639 | 3.02769e+06 |  4638.24        |
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|  2640 | 3.00099e+06 |  1491.35        |
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|  2641 | 3.00277e+06 |  1574.01        |
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|  2642 | 3.00455e+06 |  1659.64        |
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|  2643 | 3.00634e+06 |  2004.93        |
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|  2644 | 3.00812e+06 |  1859.64        |
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|  2645 | 3.0099e+06  |  1599.55        |
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|  2646 | 3.01168e+06 |  1544.56        |
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|  2647 | 3.01346e+06 |  1513.52        |
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|  2648 | 3.01525e+06 |  1560.03        |
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|  2649 | 3.01703e+06 |  1666.5         |
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|  2650 | 3.01881e+06 |  2013.15        |
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|  2651 | 3.02059e+06 |  1963.09        |
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|  2652 | 3.02237e+06 |  1630.87        |
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|  2653 | 3.02416e+06 |  1517.8         |
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|  2654 | 3.02594e+06 |  1514.4         |
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|  2655 | 3.02772e+06 |  1555.5         |
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|  2656 | 3.00102e+06 |  1412.73        |
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|  2657 | 3.0028e+06  |  1594.52        |
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|  2658 | 3.00459e+06 |  1851.72        |
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|  2659 | 3.00637e+06 |  2216.94        |
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|  2660 | 3.00815e+06 |  1570.1         |
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|  2661 | 3.00993e+06 |  1734.51        |
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|  2662 | 3.01172e+06 |  1528.2         |
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|  2663 | 3.0135e+06  |  1449.84        |
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|  2664 | 3.01528e+06 |  1601.67        |
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|  2665 | 3.01706e+06 |  1861.79        |
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|  2666 | 3.01884e+06 |  2236.05        |
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|  2667 | 3.02062e+06 |  1618.51        |
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|  2668 | 3.02241e+06 |  1764.66        |
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|  2669 | 3.02419e+06 |  1538.78        |
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|  2670 | 3.02597e+06 |  1455.5         |
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|  2671 | 3.02775e+06 |  1603.34        |
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|  2672 | 3.00106e+06 |  1913.91        |
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|  2673 | 3.00284e+06 |  1836.93        |
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|  2674 | 3.00462e+06 |  1935.08        |
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|  2675 | 3.0064e+06  |  2126.21        |
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|  2676 | 3.00818e+06 |  1949.87        |
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|  2677 | 3.00997e+06 |  1732.79        |
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|  2678 | 3.01175e+06 |  1868.47        |
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|  2679 | 3.01353e+06 |  1795.4         |
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|  2680 | 3.01531e+06 |  1772.36        |
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|  2681 | 3.01709e+06 |  1901.45        |
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|  2682 | 3.01888e+06 |  2126.05        |
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|  2683 | 3.02066e+06 |  1947.34        |
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|  2684 | 3.02244e+06 |  1752.72        |
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|  2685 | 3.02422e+06 |  1864.23        |
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|  2687 | 3.02779e+06 |  1800.32        |
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|  2688 | 3.00109e+06 |  1458.9         |
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|  2689 | 3.00287e+06 |  1673.57        |
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|  2690 | 3.00465e+06 |  1652.11        |
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|  2691 | 3.00644e+06 |  1828.2         |
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|  2692 | 3.00822e+06 |  1567.84        |
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|  2693 | 3.01e+06    |  1810.92        |
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|  2694 | 3.01178e+06 |  1687           |
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|  2695 | 3.01356e+06 |  1465.23        |
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|  2696 | 3.01534e+06 |  1689.05        |
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|  2697 | 3.01713e+06 |  1656.61        |
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|  2698 | 3.01891e+06 |  1794.69        |
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|  2699 | 3.02069e+06 |  1583.38        |
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|  2700 | 3.02247e+06 |  1835.08        |
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|  2701 | 3.02426e+06 |  1657.7         |
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|  2702 | 3.02604e+06 |  1466.73        |
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|  2703 | 3.02782e+06 |  1688.12        |
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|  2704 | 3.00112e+06 |  1441.32        |
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|  2705 | 3.0029e+06  |  1347.86        |
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|  2706 | 3.00469e+06 |  1549.29        |
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|  2707 | 3.00647e+06 |  1677.5         |
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|  2708 | 3.00825e+06 |  2001.94        |
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|  2709 | 3.01003e+06 |  1474.29        |
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|  2710 | 3.01181e+06 |  1370.33        |
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|  2711 | 3.0136e+06  |  1438.06        |
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|  2712 | 3.01538e+06 |  1374.9         |
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|  2713 | 3.01716e+06 |  1579.52        |
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|  2714 | 3.01894e+06 |  1677.35        |
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|  2715 | 3.02072e+06 |  1992.4         |
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|  2716 | 3.02251e+06 |  1509.51        |
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|  2717 | 3.02429e+06 |  1400.27        |
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|  2718 | 3.02607e+06 |  1457.15        |
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|  2719 | 3.02785e+06 |  1390.86        |
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|  2720 | 3.00116e+06 |  2657.06        |
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|  2721 | 3.00294e+06 |  2664.29        |
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|  2722 | 3.00472e+06 |  2920.73        |
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|  2723 | 3.0065e+06  |  3851.48        |
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|  2724 | 3.00828e+06 |  4260.53        |
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|  2725 | 3.01006e+06 |  2877.91        |
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|  2726 | 3.01185e+06 |  2889.15        |
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|  2727 | 3.01363e+06 |  2615.8         |
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|  2728 | 3.01541e+06 |  2653.08        |
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|  2729 | 3.01719e+06 |  2886.51        |
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|  2730 | 3.01898e+06 |  3837.78        |
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|  2731 | 3.02076e+06 |  4261.73        |
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|  2732 | 3.02254e+06 |  2868.63        |
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|  2733 | 3.02432e+06 |  2869.94        |
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|  2734 | 3.0261e+06  |  2598.07        |
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|  2735 | 3.02788e+06 |  2636.06        |
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|  2736 | 3.00119e+06 |  1666.48        |
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|  2737 | 3.00297e+06 |  1749.18        |
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|  2738 | 3.00475e+06 |  1842.04        |
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|  2739 | 3.00653e+06 |  3033.63        |
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|  2740 | 3.00832e+06 |  2911.72        |
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|  2741 | 3.0101e+06  |  1836.6         |
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|  2742 | 3.01188e+06 |  2089.11        |
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|  2743 | 3.01366e+06 |  1584.37        |
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|  2744 | 3.01544e+06 |  1697.05        |
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|  2745 | 3.01723e+06 |  1811.23        |
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|  2746 | 3.01901e+06 |  3023.04        |
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|  2747 | 3.02079e+06 |  2901.42        |
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|  2748 | 3.02257e+06 |  1812.76        |
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|  2749 | 3.02435e+06 |  2062.12        |
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|  2750 | 3.02614e+06 |  1563.5         |
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|  2751 | 3.02792e+06 |  1677.08        |
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|  2752 | 3.00122e+06 |  2325.14        |
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|  2753 | 3.003e+06   |  2470.17        |
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|  2754 | 3.00478e+06 |  2827.72        |
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|  2755 | 3.00657e+06 |  3877.39        |
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|  2756 | 3.00835e+06 |  2739.94        |
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|  2757 | 3.01013e+06 |  2488.5         |
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|  2758 | 3.01191e+06 |  2377.27        |
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|  2759 | 3.0137e+06  |  2389.78        |
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|  2760 | 3.01548e+06 |  2458           |
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|  2761 | 3.01726e+06 |  2861.72        |
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|  2762 | 3.01904e+06 |  3880.23        |
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|  2763 | 3.02082e+06 |  2737.75        |
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|  2764 | 3.0226e+06  |  2507.27        |
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|  2765 | 3.02439e+06 |  2388.03        |
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|  2766 | 3.02617e+06 |  2399.85        |
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|  2767 | 3.02795e+06 |  2470.79        |
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|  2768 | 3.00125e+06 |  2780.2         |
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|  2769 | 3.00304e+06 |  2755.22        |
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|  2770 | 3.00482e+06 |  3354.35        |
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|  2771 | 3.0066e+06  |  4154.99        |
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|  2772 | 3.00838e+06 |  4261.63        |
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|  2773 | 3.01016e+06 |  2852.32        |
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|  2774 | 3.01195e+06 |  2661.69        |
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|  2775 | 3.01373e+06 |  2841           |
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|  2776 | 3.01551e+06 |  2761.51        |
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|  2777 | 3.01729e+06 |  3344.77        |
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|  2778 | 3.01907e+06 |  4139.8         |
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|  2779 | 3.02086e+06 |  4245.41        |
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|  2780 | 3.02264e+06 |  2840.29        |
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|  2781 | 3.02442e+06 |  2648.16        |
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|  2782 | 3.0262e+06  |  2828.71        |
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|  2783 | 3.02798e+06 |  2749.48        |
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|  2784 | 3.00129e+06 |  3790.3         |
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|  2785 | 3.00307e+06 |  4049.78        |
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|  2786 | 3.00485e+06 |  3871.68        |
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|  2787 | 3.00663e+06 |  5241.01        |
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|  2788 | 3.00842e+06 |  5863.55        |
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|  2789 | 3.0102e+06  |  2784.48        |
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|  2790 | 3.01198e+06 |  3265.43        |
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|  2791 | 3.01376e+06 |  3408.1         |
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|  2792 | 3.01554e+06 |  4010.79        |
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|  2793 | 3.01732e+06 |  3846.04        |
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|  2794 | 3.01911e+06 |  5300.6         |
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|  2795 | 3.02089e+06 |  5815.84        |
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|  2796 | 3.02267e+06 |  2947.06        |
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|  2797 | 3.02445e+06 |  3367.99        |
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|  2798 | 3.02624e+06 |  3478.67        |
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|  2799 | 3.02802e+06 |  4034.27        |
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|  2800 | 3.00132e+06 |  2595.85        |
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|  2801 | 3.0031e+06  |  2573.17        |
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|  2802 | 3.00488e+06 |  2880.76        |
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|  2803 | 3.00667e+06 |  3485.55        |
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|  2804 | 3.00845e+06 |  4012.87        |
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|  2805 | 3.01023e+06 |  2879.18        |
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|  2806 | 3.01201e+06 |  2879.14        |
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|  2807 | 3.01379e+06 |  2658.21        |
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|  2808 | 3.01558e+06 |  2616.25        |
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|  2809 | 3.01736e+06 |  2855.52        |
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|  2810 | 3.01914e+06 |  3582.1         |
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|  2811 | 3.02092e+06 |  4063.68        |
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|  2812 | 3.0227e+06  |  2919.78        |
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|  2813 | 3.02449e+06 |  2882.27        |
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|  2814 | 3.02627e+06 |  2669.5         |
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|  2815 | 3.02805e+06 |  2625.64        |
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|  2816 | 3.00135e+06 |  1755.58        |
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|  2817 | 3.00314e+06 |  1906.09        |
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|  2818 | 3.00492e+06 |  1923.48        |
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|  2819 | 3.0067e+06  |  2012.62        |
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|  2820 | 3.00848e+06 |  1966.48        |
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|  2821 | 3.01026e+06 |  2007.23        |
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|  2822 | 3.01204e+06 |  1882.53        |
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|  2823 | 3.01383e+06 |  1726.64        |
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|  2824 | 3.01561e+06 |  1925.8         |
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|  2825 | 3.01739e+06 |  1930.54        |
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|  2826 | 3.01917e+06 |  2087.86        |
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|  2827 | 3.02096e+06 |  1990.62        |
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|  2828 | 3.02274e+06 |  2048.65        |
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|  2829 | 3.02452e+06 |  1977.77        |
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|  2830 | 3.0263e+06  |  1765.84        |
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|  2831 | 3.02808e+06 |  1954.87        |
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|  2832 | 3.00139e+06 |  1519.87        |
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|  2833 | 3.00317e+06 |  1427.81        |
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|  2834 | 3.00495e+06 |  1647.73        |
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|  2835 | 3.00673e+06 |  1903.88        |
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|  2836 | 3.00851e+06 |  2012.44        |
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|  2837 | 3.0103e+06  |  1547.04        |
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|  2838 | 3.01208e+06 |  1468.52        |
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|  2839 | 3.01386e+06 |  1528.66        |
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|  2840 | 3.01564e+06 |  1449.19        |
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|  2841 | 3.01742e+06 |  1631.41        |
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|  2842 | 3.01921e+06 |  1885.4         |
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|  2843 | 3.02099e+06 |  1961.1         |
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|  2844 | 3.02277e+06 |  1544.05        |
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|  2845 | 3.02455e+06 |  1468.47        |
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|  2846 | 3.02633e+06 |  1520.77        |
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|  2847 | 3.02812e+06 |  1441.35        |
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|  2848 | 3.00142e+06 |  3376.29        |
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|  2849 | 3.0032e+06  |  2964.84        |
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|  2850 | 3.00498e+06 |  3759.86        |
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|  2851 | 3.00676e+06 |  4267.2         |
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|  2852 | 3.00855e+06 |  3611.97        |
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|  2853 | 3.01033e+06 |  3266.45        |
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|  2854 | 3.01211e+06 |  3042.71        |
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|  2855 | 3.01389e+06 |  3322.54        |
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|  2856 | 3.01568e+06 |  2912.77        |
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|  2857 | 3.01746e+06 |  3708.82        |
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|  2858 | 3.01924e+06 |  4217.06        |
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|  2859 | 3.02102e+06 |  3558.91        |
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|  2860 | 3.0228e+06  |  3213.65        |
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|  2861 | 3.02458e+06 |  2988.41        |
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|  2862 | 3.02637e+06 |  3268.33        |
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|  2863 | 3.02815e+06 |  2858.54        |
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|  2864 | 3.00145e+06 |  2181.75        |
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|  2865 | 3.00323e+06 |  2335.16        |
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|  2866 | 3.00502e+06 |  3278.78        |
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|  2867 | 3.0068e+06  |  2985.08        |
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|  2868 | 3.00858e+06 |  2111.55        |
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|  2869 | 3.01036e+06 |  1749.31        |
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|  2870 | 3.01214e+06 |  1604.53        |
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|  2871 | 3.01393e+06 |  2110.51        |
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|  2872 | 3.01571e+06 |  2333.01        |
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|  2873 | 3.01749e+06 |  3301.71        |
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|  2874 | 3.01927e+06 |  3022.85        |
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|  2875 | 3.02105e+06 |  2142.07        |
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|  2876 | 3.02284e+06 |  1763.71        |
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|  2877 | 3.02462e+06 |  1609.11        |
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|  2878 | 3.0264e+06  |  2107.94        |
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|  2879 | 3.02818e+06 |  2326.72        |
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|  2880 | 3.00148e+06 |   787.235       |
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|  2881 | 3.00327e+06 |   654.779       |
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|  2882 | 3.00505e+06 |   887.547       |
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|  2883 | 3.00683e+06 |  1152.88        |
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|  2884 | 3.00861e+06 |  1366.55        |
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|  2885 | 3.0104e+06  |   822.196       |
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|  2886 | 3.01218e+06 |   798.638       |
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|  2887 | 3.01396e+06 |   745.836       |
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|  2888 | 3.01574e+06 |   606.542       |
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|  2889 | 3.01752e+06 |   850.193       |
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|  2890 | 3.0193e+06  |  1137.02        |
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|  2891 | 3.02109e+06 |  1346.32        |
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|  2892 | 3.02287e+06 |   804.256       |
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|  2893 | 3.02465e+06 |   775.002       |
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|  2894 | 3.02643e+06 |   721.414       |
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|  2895 | 3.02822e+06 |   581.779       |
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|  2896 | 3.00152e+06 |  2485.41        |
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|  2897 | 3.0033e+06  |  2283.86        |
+-------+-------------+-----------------+
|  2898 | 3.00508e+06 |  3065.6         |
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|  2899 | 3.00686e+06 |  3902.8         |
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|  2900 | 3.00865e+06 |  5115.74        |
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|  2901 | 3.01043e+06 |  3150.51        |
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|  2902 | 3.01221e+06 |  2395.44        |
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|  2903 | 3.01399e+06 |  2428.82        |
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|  2904 | 3.01577e+06 |  2259.29        |
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|  2905 | 3.01756e+06 |  3070.87        |
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|  2906 | 3.01934e+06 |  3861.32        |
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|  2907 | 3.02112e+06 |  5066.78        |
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|  2908 | 3.0229e+06  |  3129.78        |
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|  2909 | 3.02468e+06 |  2375.31        |
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|  2910 | 3.02647e+06 |  2403.05        |
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|  2911 | 3.02825e+06 |  2232.18        |
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|  2912 | 3.00155e+06 |  2258.11        |
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|  2913 | 3.00333e+06 |  2780.36        |
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|  2914 | 3.00512e+06 |  3553.43        |
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|  2915 | 3.0069e+06  |  4337           |
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|  2916 | 3.00868e+06 |  5638.61        |
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|  2917 | 3.01046e+06 |  3059.4         |
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|  2918 | 3.01224e+06 |  3075.32        |
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|  2919 | 3.01402e+06 |  2286.42        |
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|  2920 | 3.01581e+06 |  2838.97        |
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|  2921 | 3.01759e+06 |  3679           |
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|  2922 | 3.01937e+06 |  4359.34        |
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|  2923 | 3.02115e+06 |  5615.72        |
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|  2924 | 3.02294e+06 |  3057.52        |
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|  2925 | 3.02472e+06 |  3085.43        |
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|  2926 | 3.0265e+06  |  2298.52        |
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|  2927 | 3.02828e+06 |  2848.43        |
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|  2928 | 3.00158e+06 |  2577.18        |
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|  2929 | 3.00337e+06 |  2649.97        |
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|  2930 | 3.00515e+06 |  2701.54        |
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|  2931 | 3.00693e+06 |  3422.12        |
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|  2932 | 3.00871e+06 |  4462.67        |
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|  2933 | 3.01049e+06 |  2556.74        |
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|  2934 | 3.01228e+06 |  2829.78        |
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|  2935 | 3.01406e+06 |  2547.19        |
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|  2936 | 3.01584e+06 |  2637.42        |
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|  2937 | 3.01762e+06 |  2764.74        |
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|  2938 | 3.0194e+06  |  3391.33        |
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|  2939 | 3.02119e+06 |  4464.3         |
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|  2940 | 3.02297e+06 |  2538.68        |
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|  2941 | 3.02475e+06 |  2851.76        |
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|  2942 | 3.02653e+06 |  2546.09        |
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|  2943 | 3.02831e+06 |  2635.23        |
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|  2944 | 3.00162e+06 |  7793.21        |
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|  2945 | 3.0034e+06  |  7762.24        |
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|  2946 | 3.00518e+06 |  9368.38        |
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|  2947 | 3.00696e+06 | 11401.3         |
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|  2948 | 3.00874e+06 | 11360.8         |
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|  2949 | 3.01053e+06 |  7943.99        |
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|  2950 | 3.01231e+06 |  7286.32        |
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|  2951 | 3.01409e+06 |  7847.8         |
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|  2952 | 3.01587e+06 |  7590.14        |
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|  2953 | 3.01766e+06 |  9398.81        |
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|  2954 | 3.01944e+06 | 11721.4         |
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|  2955 | 3.02122e+06 | 11734.5         |
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|  2956 | 3.023e+06   |  7921.33        |
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|  2957 | 3.02478e+06 |  7273.99        |
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|  2958 | 3.02656e+06 |  7831.88        |
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|  2959 | 3.02835e+06 |  7535.69        |
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|  2960 | 3.00165e+06 |  1483.79        |
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|  2961 | 3.00343e+06 |  1568.42        |
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|  2962 | 3.00521e+06 |  1556.67        |
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|  2963 | 3.007e+06   |  1875.25        |
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|  2964 | 3.00878e+06 |  1858.51        |
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|  2965 | 3.01056e+06 |  1705.94        |
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|  2966 | 3.01234e+06 |  1722.55        |
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|  2967 | 3.01412e+06 |  1523.42        |
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|  2968 | 3.01591e+06 |  1648.18        |
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|  2969 | 3.01769e+06 |  1583.32        |
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|  2970 | 3.01947e+06 |  1882.5         |
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|  2971 | 3.02125e+06 |  1864.43        |
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|  2972 | 3.02303e+06 |  1698.5         |
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|  2973 | 3.02482e+06 |  1826.84        |
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|  2974 | 3.0266e+06  |  1538.31        |
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|  2975 | 3.02838e+06 |  1661.05        |
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|  2976 | 3.00168e+06 |  2709.45        |
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|  2977 | 3.00346e+06 |  2820.38        |
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|  2978 | 3.00525e+06 |  3427.29        |
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|  2979 | 3.00703e+06 |  3648.47        |
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|  2980 | 3.00881e+06 |  4719.3         |
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|  2981 | 3.01059e+06 |  3376.19        |
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|  2982 | 3.01238e+06 |  3633.33        |
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|  2983 | 3.01416e+06 |  2758.93        |
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|  2984 | 3.01594e+06 |  2863.33        |
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|  2985 | 3.01772e+06 |  3511.96        |
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|  2986 | 3.0195e+06  |  3675.34        |
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|  2987 | 3.02128e+06 |  4745.59        |
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|  2988 | 3.02307e+06 |  3425.75        |
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|  2989 | 3.02485e+06 |  3672.49        |
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|  2990 | 3.02663e+06 |  2799.54        |
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|  2991 | 3.02841e+06 |  2904.5         |
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|  2992 | 3.00172e+06 |  1050.8         |
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|  2993 | 3.0035e+06  |  1065.92        |
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|  2994 | 3.00528e+06 |  1072.54        |
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|  2995 | 3.00706e+06 |  1385.36        |
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|  2996 | 3.00884e+06 |  1267.63        |
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|  2997 | 3.01063e+06 |  1165.65        |
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|  2998 | 3.01241e+06 |  1249.56        |
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|  2999 | 3.01419e+06 |  1050.46        |
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|  3000 | 3.01597e+06 |  1066.7         |
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|  3001 | 3.01775e+06 |  1125.1         |
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|  3002 | 3.01954e+06 |  1380.45        |
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|  3003 | 3.02132e+06 |  1274.13        |
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|  3004 | 3.0231e+06  |  1170.52        |
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|  3005 | 3.02488e+06 |  1250.39        |
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|  3006 | 3.02666e+06 |  1059.16        |
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|  3007 | 3.02845e+06 |  1075.2         |
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|  3008 | 3.00175e+06 |  2070.07        |
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|  3009 | 3.00353e+06 |  2066.42        |
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|  3010 | 3.00531e+06 |  2328.87        |
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|  3011 | 3.0071e+06  |  3046.98        |
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|  3012 | 3.00888e+06 |  2807.33        |
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|  3013 | 3.01066e+06 |  2378.45        |
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|  3014 | 3.01244e+06 |  2368.2         |
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|  3015 | 3.01422e+06 |  2066.1         |
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|  3016 | 3.016e+06   |  2127.31        |
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|  3017 | 3.01779e+06 |  2383.76        |
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|  3018 | 3.01957e+06 |  2920.03        |
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|  3019 | 3.02135e+06 |  2871.44        |
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|  3020 | 3.02313e+06 |  2398.19        |
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|  3021 | 3.02492e+06 |  2390.43        |
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|  3022 | 3.0267e+06  |  2085.67        |
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|  3023 | 3.02848e+06 |  2152.05        |
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|  3024 | 3.00178e+06 |  2231.23        |
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|  3025 | 3.00356e+06 |  2456.61        |
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|  3026 | 3.00535e+06 |  2943.11        |
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|  3027 | 3.00713e+06 |  3182.1         |
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|  3028 | 3.00891e+06 |  2942.01        |
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|  3029 | 3.01069e+06 |  2656.21        |
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|  3030 | 3.01247e+06 |  2237.21        |
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|  3031 | 3.01426e+06 |  2234.38        |
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|  3032 | 3.01604e+06 |  2457.73        |
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|  3033 | 3.01782e+06 |  2943.44        |
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|  3034 | 3.0196e+06  |  3176.78        |
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|  3035 | 3.02138e+06 |  2941.64        |
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|  3036 | 3.02317e+06 |  2655.23        |
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|  3037 | 3.02495e+06 |  2236.03        |
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|  3038 | 3.02673e+06 |  2233.29        |
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|  3039 | 3.02851e+06 |  2456.65        |
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|  3040 | 3.00182e+06 |  1383.74        |
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|  3041 | 3.0036e+06  |  1485.17        |
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|  3042 | 3.00538e+06 |  1644.43        |
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|  3043 | 3.00716e+06 |  1966.12        |
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|  3044 | 3.00894e+06 |  1788.41        |
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|  3045 | 3.01072e+06 |  1550.51        |
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|  3046 | 3.01251e+06 |  1253.5         |
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|  3047 | 3.01429e+06 |  1323.32        |
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|  3048 | 3.01607e+06 |  1457.29        |
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|  3049 | 3.01785e+06 |  1631.22        |
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|  3050 | 3.01964e+06 |  1958.13        |
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|  3051 | 3.02142e+06 |  1783.25        |
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|  3052 | 3.0232e+06  |  1546.91        |
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|  3053 | 3.02498e+06 |  1251.09        |
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|  3054 | 3.02676e+06 |  1321.15        |
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|  3055 | 3.02854e+06 |  1455.25        |
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|  3056 | 3.00185e+06 |  3394.62        |
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|  3057 | 3.00363e+06 |  3371.41        |
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|  3058 | 3.00541e+06 |  3845.76        |
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|  3059 | 3.00719e+06 |  3985.75        |
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|  3060 | 3.00898e+06 |  4388.62        |
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|  3061 | 3.01076e+06 |  3482.76        |
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|  3062 | 3.01254e+06 |  3624.75        |
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|  3063 | 3.01432e+06 |  3445.48        |
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|  3064 | 3.0161e+06  |  3458.9         |
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|  3065 | 3.01789e+06 |  3852.52        |
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|  3066 | 3.01967e+06 |  4073.36        |
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|  3067 | 3.02145e+06 |  4444.93        |
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|  3068 | 3.02323e+06 |  3581.48        |
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|  3069 | 3.02501e+06 |  3703.08        |
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|  3070 | 3.0268e+06  |  3513.5         |
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|  3071 | 3.02858e+06 |  3528.66        |
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|  3072 | 3.00188e+06 |  3164.64        |
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|  3073 | 3.00366e+06 |  2647.98        |
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|  3074 | 3.00544e+06 |  3063.47        |
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|  3075 | 3.00723e+06 |  3427           |
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|  3076 | 3.00901e+06 |  2871.34        |
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|  3077 | 3.01079e+06 |  2941.6         |
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|  3078 | 3.01257e+06 |  2778.07        |
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|  3079 | 3.01436e+06 |  3054.71        |
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|  3080 | 3.01614e+06 |  2723.82        |
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|  3081 | 3.01792e+06 |  3022.93        |
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|  3082 | 3.0197e+06  |  3568.7         |
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|  3083 | 3.02148e+06 |  2829.28        |
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|  3084 | 3.02326e+06 |  3015.22        |
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|  3085 | 3.02505e+06 |  2705.85        |
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|  3086 | 3.02683e+06 |  3118.91        |
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|  3087 | 3.02861e+06 |  2658.49        |
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|  3088 | 3.00191e+06 |  2529.1         |
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|  3089 | 3.0037e+06  |  2641.26        |
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|  3090 | 3.00548e+06 |  3057.01        |
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|  3091 | 3.00726e+06 |  4185.54        |
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|  3092 | 3.00904e+06 |  3848.05        |
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|  3093 | 3.01082e+06 |  2435.06        |
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|  3094 | 3.01261e+06 |  2588.79        |
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|  3095 | 3.01439e+06 |  2669.02        |
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|  3096 | 3.01617e+06 |  2722.69        |
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|  3097 | 3.01795e+06 |  3097.43        |
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|  3098 | 3.01973e+06 |  4284.45        |
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|  3099 | 3.02152e+06 |  3913.32        |
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|  3100 | 3.0233e+06  |  2467.12        |
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|  3101 | 3.02508e+06 |  2625.15        |
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|  3102 | 3.02686e+06 |  2699.76        |
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|  3103 | 3.02864e+06 |  2737.83        |
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|  3104 | 3.00195e+06 |  3338.46        |
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|  3105 | 3.00373e+06 |  3374.6         |
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|  3106 | 3.00551e+06 |  3682.85        |
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|  3107 | 3.00729e+06 |  4957.73        |
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|  3108 | 3.00908e+06 |  4765.73        |
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|  3109 | 3.01086e+06 |  3513.36        |
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|  3110 | 3.01264e+06 |  3696.97        |
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|  3111 | 3.01442e+06 |  3470.98        |
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|  3112 | 3.0162e+06  |  3457.27        |
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|  3113 | 3.01798e+06 |  3651.73        |
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|  3114 | 3.01977e+06 |  4873.41        |
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|  3115 | 3.02155e+06 |  4774.2         |
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|  3116 | 3.02333e+06 |  3612.91        |
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|  3117 | 3.02511e+06 |  3681.1         |
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|  3118 | 3.0269e+06  |  3477.1         |
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|  3119 | 3.02868e+06 |  3467.2         |
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|  3120 | 3.00198e+06 |  2328.49        |
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|  3121 | 3.00376e+06 |  2178           |
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|  3122 | 3.00554e+06 |  2881.78        |
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|  3123 | 3.00733e+06 |  3560.4         |
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|  3124 | 3.00911e+06 |  3948.1         |
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|  3125 | 3.01089e+06 |  2346.31        |
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|  3126 | 3.01267e+06 |  2159.54        |
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|  3127 | 3.01445e+06 |  2343.56        |
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|  3128 | 3.01624e+06 |  2129.09        |
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|  3129 | 3.01802e+06 |  2869.5         |
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|  3130 | 3.0198e+06  |  3586.42        |
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|  3131 | 3.02158e+06 |  3983.08        |
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|  3132 | 3.02336e+06 |  2315.31        |
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|  3133 | 3.02515e+06 |  2142.95        |
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|  3134 | 3.02693e+06 |  2327.61        |
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|  3135 | 3.02871e+06 |  2108.78        |
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|  3136 | 3.00201e+06 |  5315.45        |
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|  3137 | 3.0038e+06  |  4942.98        |
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|  3138 | 3.00558e+06 |  5413.15        |
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|  3139 | 3.00736e+06 |  6241.61        |
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|  3140 | 3.00914e+06 |  5436.17        |
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|  3141 | 3.01092e+06 |  5413.13        |
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|  3142 | 3.0127e+06  |  5083.39        |
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|  3143 | 3.01449e+06 |  5072.04        |
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|  3144 | 3.01627e+06 |  4839.95        |
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|  3145 | 3.01805e+06 |  5391.36        |
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|  3146 | 3.01983e+06 |  6308.68        |
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|  3147 | 3.02162e+06 |  5526.44        |
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|  3148 | 3.0234e+06  |  5434.12        |
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|  3149 | 3.02518e+06 |  5082.6         |
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|  3150 | 3.02696e+06 |  5109.53        |
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|  3151 | 3.02874e+06 |  4883.41        |
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|  3152 | 3.00205e+06 |  1776.34        |
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|  3153 | 3.00383e+06 |  1626.19        |
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|  3154 | 3.00561e+06 |  1967.05        |
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|  3155 | 3.00739e+06 |  2661.8         |
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|  3156 | 3.00917e+06 |  3342.42        |
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|  3157 | 3.01096e+06 |  2005.9         |
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|  3158 | 3.01274e+06 |  1561.24        |
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|  3159 | 3.01452e+06 |  1729.07        |
+-------+-------------+-----------------+
|  3160 | 3.0163e+06  |  1570.01        |
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|  3161 | 3.01808e+06 |  1884.53        |
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|  3162 | 3.01987e+06 |  2610.81        |
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|  3163 | 3.02165e+06 |  3300.25        |
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|  3164 | 3.02343e+06 |  1950.82        |
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|  3165 | 3.02521e+06 |  1502.86        |
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|  3166 | 3.02699e+06 |  1673.34        |
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|  3167 | 3.02878e+06 |  1513.97        |
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|  3168 | 3.00208e+06 |  2574.53        |
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|  3169 | 3.00386e+06 |  2095.64        |
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|  3170 | 3.00564e+06 |  2439.56        |
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|  3171 | 3.00742e+06 |  3373.59        |
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|  3172 | 3.00921e+06 |  3214.72        |
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|  3173 | 3.01099e+06 |  2286.64        |
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|  3174 | 3.01277e+06 |  2238.02        |
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|  3175 | 3.01455e+06 |  2504.9         |
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|  3176 | 3.01634e+06 |  2069.16        |
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|  3177 | 3.01812e+06 |  2420.3         |
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|  3178 | 3.0199e+06  |  3341.66        |
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|  3179 | 3.02168e+06 |  3183.85        |
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|  3180 | 3.02346e+06 |  2273.63        |
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|  3181 | 3.02524e+06 |  2218.07        |
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|  3182 | 3.02703e+06 |  2483.86        |
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|  3183 | 3.02881e+06 |  2047.52        |
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|  3184 | 3.00211e+06 |  4055.28        |
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|  3185 | 3.00389e+06 |  4050.51        |
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|  3186 | 3.00568e+06 |  4853.73        |
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|  3187 | 3.00746e+06 |  5500.06        |
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|  3188 | 3.00924e+06 |  6005.03        |
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|  3189 | 3.01102e+06 |  5180.94        |
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|  3190 | 3.0128e+06  |  4351.29        |
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|  3191 | 3.01459e+06 |  4079.6         |
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|  3192 | 3.01637e+06 |  4175.52        |
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|  3193 | 3.01815e+06 |  4869.2         |
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|  3194 | 3.01993e+06 |  5459.7         |
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|  3195 | 3.02171e+06 |  5966.6         |
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|  3196 | 3.0235e+06  |  5212.73        |
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|  3197 | 3.02528e+06 |  4368.38        |
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|  3198 | 3.02706e+06 |  4098.35        |
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|  3199 | 3.02884e+06 |  4184.26        |
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|  3200 | 3.00214e+06 |  8978.95        |
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|  3201 | 3.00393e+06 |  9077.25        |
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|  3202 | 3.00571e+06 | 11495.3         |
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|  3203 | 3.00749e+06 | 14713.8         |
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|  3204 | 3.00927e+06 | 13874.8         |
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|  3205 | 3.01106e+06 |  8629.08        |
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|  3206 | 3.01284e+06 |  8011.47        |
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|  3207 | 3.01462e+06 |  9023.89        |
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|  3208 | 3.0164e+06  |  8959.94        |
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|  3209 | 3.01818e+06 | 11459.1         |
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|  3210 | 3.01996e+06 | 15268           |
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|  3211 | 3.02175e+06 | 14435.6         |
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|  3212 | 3.02353e+06 |  8810.81        |
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|  3213 | 3.02531e+06 |  8046.98        |
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|  3214 | 3.02709e+06 |  9016.2         |
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|  3215 | 3.02888e+06 |  8922.61        |
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|  3216 | 3.00218e+06 |  8078.32        |
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|  3217 | 3.00396e+06 |  7950.86        |
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|  3218 | 3.00574e+06 | 10759           |
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|  3219 | 3.00752e+06 | 12546.1         |
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|  3220 | 3.00931e+06 | 12968.1         |
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|  3221 | 3.01109e+06 |  8213.34        |
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|  3222 | 3.01287e+06 |  7409.4         |
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|  3223 | 3.01465e+06 |  8031.31        |
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|  3224 | 3.01643e+06 |  7834.72        |
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|  3225 | 3.01822e+06 | 10687.1         |
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|  3226 | 3.02e+06    | 12937.8         |
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|  3227 | 3.02178e+06 | 13592.6         |
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|  3228 | 3.02356e+06 |  8237.77        |
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|  3229 | 3.02534e+06 |  7298.93        |
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|  3230 | 3.02713e+06 |  7996.39        |
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|  3231 | 3.02891e+06 |  7784.64        |
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|  3232 | 3.00221e+06 |  4936.09        |
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|  3233 | 3.00399e+06 |  5136.97        |
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|  3234 | 3.00578e+06 |  6884.02        |
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|  3235 | 3.00756e+06 |  8913.5         |
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|  3236 | 3.00934e+06 |  9549.59        |
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|  3237 | 3.01112e+06 |  5158.85        |
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|  3238 | 3.0129e+06  |  4515.25        |
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|  3239 | 3.01468e+06 |  4730.14        |
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|  3240 | 3.01647e+06 |  4948.5         |
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|  3241 | 3.01825e+06 |  6632.63        |
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|  3242 | 3.02003e+06 |  9130.45        |
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|  3243 | 3.02181e+06 |  9759.16        |
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|  3244 | 3.0236e+06  |  5074.28        |
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|  3245 | 3.02538e+06 |  4352.66        |
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|  3246 | 3.02716e+06 |  4645.39        |
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|  3247 | 3.02894e+06 |  4872.31        |
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|  3248 | 3.00224e+06 |  7646.2         |
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|  3249 | 3.00403e+06 |  7791.68        |
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|  3250 | 3.00581e+06 | 10275.7         |
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|  3251 | 3.00759e+06 | 12252.9         |
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|  3252 | 3.00937e+06 | 13199.7         |
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|  3253 | 3.01115e+06 |  8089.38        |
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|  3254 | 3.01294e+06 |  7468.1         |
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|  3255 | 3.01472e+06 |  7564           |
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|  3256 | 3.0165e+06  |  7655.13        |
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|  3257 | 3.01828e+06 | 10128.7         |
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|  3258 | 3.02006e+06 | 12830.3         |
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|  3259 | 3.02185e+06 | 13616.3         |
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|  3260 | 3.02363e+06 |  8097.5         |
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|  3261 | 3.02541e+06 |  7386.61        |
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|  3262 | 3.02719e+06 |  7533.66        |
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|  3263 | 3.02897e+06 |  7612.84        |
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|  3264 | 3.00228e+06 |  3759.34        |
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|  3265 | 3.00406e+06 |  4232.75        |
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|  3266 | 3.00584e+06 |  5566.04        |
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|  3267 | 3.00762e+06 |  7638.03        |
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|  3268 | 3.0094e+06  |  8415           |
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|  3269 | 3.01119e+06 |  4127.02        |
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|  3270 | 3.01297e+06 |  3741.89        |
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|  3271 | 3.01475e+06 |  3719.45        |
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|  3272 | 3.01653e+06 |  4180.21        |
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|  3273 | 3.01832e+06 |  5445.57        |
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|  3274 | 3.0201e+06  |  7856.64        |
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|  3275 | 3.02188e+06 |  8631.52        |
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|  3276 | 3.02366e+06 |  4091.8         |
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|  3277 | 3.02544e+06 |  3712.88        |
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|  3278 | 3.02722e+06 |  3694.24        |
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|  3279 | 3.02901e+06 |  4153.34        |
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|  3280 | 3.00231e+06 |  7023.34        |
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|  3281 | 3.00409e+06 |  6469.51        |
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|  3282 | 3.00587e+06 |  8490.67        |
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|  3283 | 3.00766e+06 |  9569.57        |
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|  3284 | 3.00944e+06 |  9695.83        |
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|  3285 | 3.01122e+06 |  6872.37        |
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|  3286 | 3.013e+06   |  5908.32        |
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|  3287 | 3.01478e+06 |  6936.31        |
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|  3288 | 3.01657e+06 |  6381.1         |
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|  3289 | 3.01835e+06 |  8447.4         |
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|  3290 | 3.02013e+06 |  9710.8         |
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|  3291 | 3.02191e+06 |  9914.76        |
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|  3292 | 3.02369e+06 |  6891.89        |
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|  3293 | 3.02548e+06 |  5818.31        |
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|  3294 | 3.02726e+06 |  6901.56        |
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|  3295 | 3.02904e+06 |  6346.18        |
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|  3296 | 3.00234e+06 |  1662.83        |
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|  3297 | 3.00412e+06 |  1533.13        |
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|  3298 | 3.00591e+06 |  1880.74        |
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|  3299 | 3.00769e+06 |  2095.3         |
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|  3300 | 3.00947e+06 |  2278.05        |
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|  3301 | 3.01125e+06 |  1804.04        |
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|  3302 | 3.01304e+06 |  1541.6         |
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|  3303 | 3.01482e+06 |  1650.17        |
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|  3304 | 3.0166e+06  |  1541.87        |
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|  3305 | 3.01838e+06 |  1878.24        |
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|  3306 | 3.02016e+06 |  2078.08        |
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|  3307 | 3.02194e+06 |  2265.68        |
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|  3308 | 3.02373e+06 |  1799.31        |
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|  3309 | 3.02551e+06 |  1537.37        |
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|  3310 | 3.02729e+06 |  1645.41        |
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|  3311 | 3.02907e+06 |  1536.18        |
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|  3312 | 3.00238e+06 |  3972.09        |
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|  3313 | 3.00416e+06 |  4085.82        |
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|  3314 | 3.00594e+06 |  4983.52        |
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|  3315 | 3.00772e+06 |  6604.64        |
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|  3316 | 3.0095e+06  |  6480.6         |
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|  3317 | 3.01129e+06 |  4220.76        |
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|  3318 | 3.01307e+06 |  3871.2         |
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|  3319 | 3.01485e+06 |  3926.63        |
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|  3320 | 3.01663e+06 |  4005.04        |
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|  3321 | 3.01841e+06 |  4932.13        |
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|  3322 | 3.0202e+06  |  6762.27        |
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|  3323 | 3.02198e+06 |  6601.92        |
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|  3324 | 3.02376e+06 |  4191.58        |
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|  3325 | 3.02554e+06 |  3830.94        |
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|  3326 | 3.02732e+06 |  3910.94        |
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|  3327 | 3.02911e+06 |  3985.18        |
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|  3328 | 3.00241e+06 |  4355.88        |
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|  3329 | 3.00419e+06 |  3784.88        |
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|  3330 | 3.00597e+06 |  5270.52        |
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|  3331 | 3.00776e+06 |  5786.39        |
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|  3332 | 3.00954e+06 |  6258.04        |
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|  3333 | 3.01132e+06 |  4241.45        |
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|  3334 | 3.0131e+06  |  3620.75        |
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|  3335 | 3.01488e+06 |  4326.7         |
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|  3336 | 3.01666e+06 |  3780.32        |
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|  3337 | 3.01845e+06 |  5282.64        |
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|  3338 | 3.02023e+06 |  5748.33        |
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|  3339 | 3.02201e+06 |  6244.81        |
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|  3340 | 3.02379e+06 |  4235.36        |
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|  3341 | 3.02558e+06 |  3615.29        |
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|  3342 | 3.02736e+06 |  4318.84        |
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|  3343 | 3.02914e+06 |  3771.67        |
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|  3344 | 3.00244e+06 |  3609.05        |
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|  3345 | 3.00422e+06 |  3025.67        |
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|  3346 | 3.00601e+06 |  3961.63        |
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|  3347 | 3.00779e+06 |  4579.61        |
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|  3348 | 3.00957e+06 |  4709.2         |
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|  3349 | 3.01135e+06 |  3516.51        |
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|  3350 | 3.01313e+06 |  3223.43        |
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|  3351 | 3.01492e+06 |  3547.64        |
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|  3352 | 3.0167e+06  |  2968.99        |
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|  3353 | 3.01848e+06 |  3973.1         |
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|  3354 | 3.02026e+06 |  4469.14        |
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|  3355 | 3.02204e+06 |  4635.21        |
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|  3356 | 3.02383e+06 |  3454.22        |
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|  3357 | 3.02561e+06 |  3181.92        |
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|  3358 | 3.02739e+06 |  3490.04        |
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|  3359 | 3.02917e+06 |  2918.16        |
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|  3360 | 3.00248e+06 |  2147.56        |
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|  3361 | 3.00426e+06 |  1786.01        |
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|  3362 | 3.00604e+06 |  2180.26        |
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|  3363 | 3.00782e+06 |  2562           |
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|  3364 | 3.0096e+06  |  2837.04        |
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|  3365 | 3.01138e+06 |  1740.94        |
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|  3366 | 3.01317e+06 |  1674.2         |
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|  3367 | 3.01495e+06 |  2128.02        |
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|  3368 | 3.01673e+06 |  1750.21        |
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|  3369 | 3.01851e+06 |  2137.75        |
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|  3370 | 3.0203e+06  |  2561.34        |
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|  3371 | 3.02208e+06 |  2831.65        |
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|  3372 | 3.02386e+06 |  1736.86        |
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|  3373 | 3.02564e+06 |  1658.61        |
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|  3374 | 3.02742e+06 |  2108.62        |
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|  3375 | 3.0292e+06  |  1729.89        |
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|  3376 | 3.00251e+06 |  2929.62        |
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|  3377 | 3.00429e+06 |  2206.69        |
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|  3378 | 3.00607e+06 |  3281.62        |
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|  3379 | 3.00785e+06 |  2693.73        |
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|  3380 | 3.00964e+06 |  5942.47        |
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|  3381 | 3.01142e+06 |  2460.98        |
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|  3382 | 3.0132e+06  |  2517.98        |
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|  3383 | 3.01498e+06 |  1588.06        |
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|  3384 | 3.01676e+06 |  2325.04        |
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|  3385 | 3.01855e+06 |  3018.05        |
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|  3386 | 3.02033e+06 |  2397.12        |
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|  3387 | 3.02211e+06 |  5394.68        |
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|  3388 | 3.02389e+06 |  3067.47        |
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|  3389 | 3.02567e+06 |  2800.68        |
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|  3390 | 3.02746e+06 |  1899.02        |
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|  3391 | 3.02924e+06 |  2184.46        |
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|  3392 | 3.00254e+06 |  3173.99        |
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|  3393 | 3.00432e+06 |  2958.22        |
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|  3394 | 3.0061e+06  |  3833.74        |
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|  3395 | 3.00789e+06 |  4935.79        |
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|  3396 | 3.00967e+06 |  5733.44        |
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|  3397 | 3.01145e+06 |  3323.65        |
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|  3398 | 3.01323e+06 |  3048.94        |
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|  3399 | 3.01502e+06 |  3166.01        |
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|  3400 | 3.0168e+06  |  2905.56        |
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|  3401 | 3.01858e+06 |  3797.16        |
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|  3402 | 3.02036e+06 |  4951.14        |
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|  3403 | 3.02214e+06 |  5744.32        |
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|  3404 | 3.02392e+06 |  3298.39        |
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|  3405 | 3.02571e+06 |  3024.61        |
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|  3406 | 3.02749e+06 |  3140.76        |
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|  3407 | 3.02927e+06 |  2878.62        |
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|  3408 | 3.00257e+06 |  4529.36        |
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|  3409 | 3.00436e+06 |  3775.15        |
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|  3410 | 3.00614e+06 |  4440.73        |
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|  3411 | 3.00792e+06 |  4354.87        |
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|  3412 | 3.0097e+06  |  4296.72        |
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|  3413 | 3.01148e+06 |  4424.68        |
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|  3414 | 3.01327e+06 |  4068.14        |
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|  3415 | 3.01505e+06 |  4408.74        |
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|  3416 | 3.01683e+06 |  3699.62        |
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|  3417 | 3.01861e+06 |  4468.54        |
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|  3418 | 3.02039e+06 |  4375.62        |
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|  3419 | 3.02218e+06 |  4381.32        |
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|  3420 | 3.02396e+06 |  4437.32        |
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|  3421 | 3.02574e+06 |  4020.1         |
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|  4513 | 3.00307e+06 |   463.397       |
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|  4514 | 3.00485e+06 |   454.076       |
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|  4515 | 3.00664e+06 |   659.523       |
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|  4516 | 3.00842e+06 |   972.149       |
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|  4517 | 3.0102e+06  |   411.725       |
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|  4518 | 3.01198e+06 |   432.667       |
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|  4520 | 3.01554e+06 |   471.138       |
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|  4521 | 3.01733e+06 |   455.149       |
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|  4522 | 3.01911e+06 |   661.391       |
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|  4523 | 3.02089e+06 |   971.403       |
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|  4524 | 3.02267e+06 |   412.22        |
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|  4525 | 3.02446e+06 |   433.856       |
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|  4527 | 3.02802e+06 |   472.317       |
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|  4528 | 3.00132e+06 |   267.707       |
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|  4529 | 3.0031e+06  |   252.288       |
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|  4541 | 3.02449e+06 |   263.896       |
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|  4780 | 3.0232e+06  |    97.1211      |
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|  4781 | 3.02498e+06 |    95.9991      |
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|  4782 | 3.02676e+06 |    73.5751      |
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|  4783 | 3.02855e+06 |    86.1672      |
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|  4784 | 3.00185e+06 |   523.976       |
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|  4785 | 3.00363e+06 |   522.378       |
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|  4786 | 3.00541e+06 |   593.999       |
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|  4787 | 3.0072e+06  |   634.345       |
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|  4788 | 3.00898e+06 |   739.671       |
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|  4789 | 3.01076e+06 |   555.06        |
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|  4790 | 3.01254e+06 |   657.507       |
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|  4791 | 3.01432e+06 |   510.35        |
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|  4792 | 3.01611e+06 |   536.989       |
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|  4793 | 3.01789e+06 |   630.067       |
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|  4794 | 3.01967e+06 |   642.984       |
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|  4795 | 3.02145e+06 |   772.435       |
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|  4796 | 3.02323e+06 |   576.184       |
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|  4797 | 3.02502e+06 |   728.569       |
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|  4798 | 3.0268e+06  |   545.555       |
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|  4799 | 3.02858e+06 |   575.629       |
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|  4800 | 3.00188e+06 |   548.16        |
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|  4801 | 3.00366e+06 |   487.593       |
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|  4802 | 3.00545e+06 |   505.794       |
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|  4803 | 3.00723e+06 |   530.028       |
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|  4804 | 3.00901e+06 |   476.247       |
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|  4805 | 3.01079e+06 |   575.165       |
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|  4806 | 3.01258e+06 |   501.073       |
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|  4807 | 3.01436e+06 |   546.433       |
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|  4808 | 3.01614e+06 |   486.658       |
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|  4809 | 3.01792e+06 |   507.501       |
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|  4810 | 3.0197e+06  |   531.369       |
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|  4811 | 3.02148e+06 |   474.619       |
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|  4812 | 3.02327e+06 |   569.212       |
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|  4814 | 3.02683e+06 |   543.537       |
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|  4818 | 3.00548e+06 |   455.237       |
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|  4827 | 3.02152e+06 |   569.915       |
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|  4846 | 3.0269e+06  |   635.332       |
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|  4853 | 3.01089e+06 |   330.554       |
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|  4860 | 3.02337e+06 |   322.437       |
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|  4862 | 3.02693e+06 |   278.239       |
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|  4864 | 3.00202e+06 |   333.367       |
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|  4865 | 3.0038e+06  |   331.215       |
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|  4872 | 3.01627e+06 |   334.464       |
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|  4879 | 3.02874e+06 |   344.13        |
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|  4883 | 3.00739e+06 |   578.262       |
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|  4884 | 3.00918e+06 |   704.784       |
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|  4980 | 3.00937e+06 |  1684.96        |
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|  4981 | 3.01116e+06 |  1185.13        |
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|  4983 | 3.01472e+06 |  1102.61        |
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|  4984 | 3.0165e+06  |  1046.97        |
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|  4985 | 3.01828e+06 |  1407.93        |
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|  4986 | 3.02007e+06 |  1561.48        |
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|  4987 | 3.02185e+06 |  1684.62        |
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|  4988 | 3.02363e+06 |  1185.58        |
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|  4989 | 3.02541e+06 |  1034.18        |
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|  5001 | 3.01832e+06 |   933.768       |
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|  5002 | 3.0201e+06  |  1179.25        |
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|  5003 | 3.02188e+06 |  1331.77        |
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|  5004 | 3.02366e+06 |   768.959       |
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|  5007 | 3.02901e+06 |   700.104       |
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|  5009 | 3.00409e+06 |  1062.57        |
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|  5010 | 3.00588e+06 |  1446.8         |
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|  5011 | 3.00766e+06 |  1430.59        |
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|  5012 | 3.00944e+06 |  1517.18        |
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|  5013 | 3.01122e+06 |  1285.57        |
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|  5014 | 3.013e+06   |  1075.78        |
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|  5015 | 3.01479e+06 |  1284.71        |
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|  5016 | 3.01657e+06 |  1081.31        |
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|  5017 | 3.01835e+06 |  1447.15        |
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|  5018 | 3.02013e+06 |  1412.73        |
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|  5019 | 3.02191e+06 |  1493.58        |
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|  5020 | 3.0237e+06  |  1276.79        |
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|  5021 | 3.02548e+06 |  1074.29        |
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|  5022 | 3.02726e+06 |  1279.21        |
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|  5023 | 3.02904e+06 |  1075.06        |
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|  5024 | 3.00234e+06 |   297.738       |
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|  5025 | 3.00413e+06 |   263.09        |
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|  5026 | 3.00591e+06 |   317.308       |
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|  5027 | 3.00769e+06 |   350.693       |
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|  5028 | 3.00947e+06 |   402.463       |
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|  5029 | 3.01126e+06 |   343.165       |
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|  5030 | 3.01304e+06 |   284.649       |
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|  5031 | 3.01482e+06 |   297.63        |
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|  5032 | 3.0166e+06  |   261.979       |
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|  5033 | 3.01838e+06 |   315.014       |
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|  5034 | 3.02016e+06 |   347.884       |
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|  5037 | 3.02551e+06 |   282.658       |
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|  5038 | 3.02729e+06 |   295.63        |
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|  5039 | 3.02908e+06 |   259.977       |
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|  5040 | 3.00238e+06 |   535.675       |
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|  5041 | 3.00416e+06 |   483.957       |
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|  5042 | 3.00594e+06 |   667.421       |
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|  5043 | 3.00772e+06 |   804.631       |
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|  5044 | 3.00951e+06 |   793.494       |
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|  5045 | 3.01129e+06 |   556.08        |
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|  5047 | 3.01485e+06 |   535.019       |
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|  5048 | 3.01663e+06 |   485.894       |
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|  6101 | 3.0099e+06  |  1039.76        |
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|  6102 | 3.01169e+06 |   895.226       |
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|  6103 | 3.01347e+06 |   813.744       |
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|  6104 | 3.01525e+06 |   870.185       |
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|  6105 | 3.01703e+06 |   901.852       |
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|  6106 | 3.01881e+06 |  1121.9         |
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|  6107 | 3.0206e+06  |  1147.52        |
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|  6108 | 3.02238e+06 |  1014.81        |
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|  6109 | 3.02416e+06 |   927.357       |
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|  6110 | 3.02594e+06 |   834.703       |
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|  6111 | 3.02772e+06 |   893.119       |
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|  6112 | 3.00103e+06 |   532.489       |
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|  6113 | 3.00281e+06 |   882.575       |
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|  6114 | 3.00459e+06 |   820.83        |
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|  6115 | 3.00637e+06 |  1119.93        |
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|  6116 | 3.00816e+06 |   805.36        |
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|  6117 | 3.00994e+06 |   885.666       |
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|  6118 | 3.01172e+06 |   814.85        |
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|  6119 | 3.0135e+06  |   562.675       |
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|  6120 | 3.01528e+06 |   877.397       |
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|  6121 | 3.01706e+06 |   818.838       |
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|  6122 | 3.01885e+06 |  1115.82        |
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|  6123 | 3.02063e+06 |   794.264       |
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|  6124 | 3.02241e+06 |   882.592       |
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|  6125 | 3.02419e+06 |   811.774       |
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|  6126 | 3.02598e+06 |   565.584       |
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|  6127 | 3.02776e+06 |   880.501       |
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|  6128 | 3.00106e+06 |  1165.65        |
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|  6129 | 3.00284e+06 |  1423.64        |
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|  6130 | 3.00462e+06 |  1546.85        |
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|  6131 | 3.00641e+06 |  1965.6         |
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|  6132 | 3.00819e+06 |  1264.72        |
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|  6133 | 3.00997e+06 |  1394.67        |
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|  6134 | 3.01175e+06 |  1335.4         |
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|  6135 | 3.01353e+06 |  1172.89        |
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|  6137 | 3.0171e+06  |  1603.05        |
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|  6138 | 3.01888e+06 |  2034.72        |
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|  6139 | 3.02066e+06 |  1304.03        |
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|  6141 | 3.02423e+06 |  1349.13        |
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|  6142 | 3.02601e+06 |  1181.11        |
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|  6143 | 3.02779e+06 |  1484.91        |
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|  6144 | 3.00109e+06 |   886.385       |
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|  6145 | 3.00288e+06 |   884.371       |
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|  6150 | 3.01178e+06 |   964.169       |
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|  6151 | 3.01357e+06 |   886.9         |
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|  6152 | 3.01535e+06 |   885.248       |
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|  6154 | 3.01891e+06 |  1076.73        |
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|  6155 | 3.0207e+06  |   910.244       |
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|  6159 | 3.02782e+06 |   886.439       |
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|  6160 | 3.00113e+06 |  1160.66        |
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|  6161 | 3.00291e+06 |   835.403       |
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|  6162 | 3.00469e+06 |  1104.77        |
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|  6163 | 3.00647e+06 |  1198.07        |
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|  6164 | 3.00825e+06 |  1499.4         |
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|  6165 | 3.01004e+06 |  1109.44        |
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|  6166 | 3.01182e+06 |   683.256       |
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|  6167 | 3.0136e+06  |  1124.85        |
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|  6168 | 3.01538e+06 |   806.645       |
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|  6169 | 3.01716e+06 |  1122.52        |
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|  6170 | 3.01895e+06 |  1172.49        |
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|  6171 | 3.02073e+06 |  1498.29        |
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|  6172 | 3.02251e+06 |  1094.31        |
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|  6173 | 3.02429e+06 |   738.856       |
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|  6174 | 3.02607e+06 |  1135.04        |
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|  6175 | 3.02786e+06 |   826.605       |
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|  6176 | 3.00116e+06 |   935.827       |
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|  6178 | 3.00472e+06 |  1079.93        |
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|  6179 | 3.0065e+06  |  1536.59        |
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|  6180 | 3.00829e+06 |  1567.09        |
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|  6181 | 3.01007e+06 |  1229.99        |
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|  6182 | 3.01185e+06 |  1140.83        |
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|  6183 | 3.01363e+06 |   956.9         |
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|  6184 | 3.01542e+06 |   973.849       |
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|  6185 | 3.0172e+06  |  1087.39        |
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|  6186 | 3.01898e+06 |  1535.4         |
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|  6187 | 3.02076e+06 |  1562.97        |
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|  6188 | 3.02254e+06 |  1230.36        |
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|  6189 | 3.02432e+06 |  1142.98        |
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|  6190 | 3.02611e+06 |   956.877       |
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|  6191 | 3.02789e+06 |   973.958       |
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|  6192 | 3.00119e+06 |   407.235       |
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|  6193 | 3.00297e+06 |   478.885       |
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|  6195 | 3.00654e+06 |   837.912       |
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|  6196 | 3.00832e+06 |   826.415       |
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|  6198 | 3.01188e+06 |   521.027       |
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|  6201 | 3.01723e+06 |   491.235       |
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|  6202 | 3.01901e+06 |   810.461       |
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|  6203 | 3.02079e+06 |   822.168       |
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|  6209 | 3.00301e+06 |   888.666       |
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|  6212 | 3.00835e+06 |   965.803       |
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|  6216 | 3.01548e+06 |   893.89        |
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|  6217 | 3.01726e+06 |  1033.54        |
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|  6221 | 3.02439e+06 |   818.325       |
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|  6222 | 3.02617e+06 |   819.273       |
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|  6223 | 3.02796e+06 |   895.751       |
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|  6227 | 3.0066e+06  |  1011.41        |
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|  6228 | 3.00839e+06 |  1033.5         |
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|  6229 | 3.01017e+06 |   821.909       |
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|  6305 | 3.0032e+06  |   955.587       |
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|  6306 | 3.00499e+06 |  1131.88        |
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|  6307 | 3.00677e+06 |  1219.01        |
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|  6308 | 3.00855e+06 |   875.069       |
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|  6310 | 3.01212e+06 |   945.562       |
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|  6311 | 3.0139e+06  |  1071.79        |
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|  6312 | 3.01568e+06 |   933.524       |
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|  6313 | 3.01746e+06 |  1098.97        |
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|  6314 | 3.01924e+06 |  1196.14        |
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|  6315 | 3.02102e+06 |   858.345       |
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|  6316 | 3.02281e+06 |   976.87        |
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|  6317 | 3.02459e+06 |   927.132       |
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|  6318 | 3.02637e+06 |  1054.86        |
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|  6319 | 3.02815e+06 |   917.427       |
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|  6322 | 3.00502e+06 |   637.815       |
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|  6323 | 3.0068e+06  |   644.255       |
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|  6325 | 3.01037e+06 |   411.253       |
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|  6327 | 3.01393e+06 |   479.005       |
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|  6329 | 3.01749e+06 |   655.215       |
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|  6330 | 3.01928e+06 |   648.612       |
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|  6331 | 3.02106e+06 |   485.603       |
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|  6332 | 3.02284e+06 |   412.074       |
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|  6333 | 3.02462e+06 |   363.079       |
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|  6334 | 3.0264e+06  |   480.125       |
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|  6335 | 3.02819e+06 |   493.065       |
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|  6337 | 3.00327e+06 |   344.554       |
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|  6338 | 3.00505e+06 |   464.469       |
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|  6339 | 3.00684e+06 |   590.735       |
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|  6340 | 3.00862e+06 |   590.422       |
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|  6341 | 3.0104e+06  |   423.394       |
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|  6342 | 3.01218e+06 |   328.108       |
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|  6343 | 3.01396e+06 |   388.312       |
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|  6344 | 3.01574e+06 |   374.88        |
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|  6345 | 3.01753e+06 |   486.251       |
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|  6346 | 3.01931e+06 |   586.723       |
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|  6347 | 3.02109e+06 |   601.116       |
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|  6348 | 3.02287e+06 |   417.763       |
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|  6349 | 3.02466e+06 |   334.825       |
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|  6350 | 3.02644e+06 |   394.822       |
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|  6351 | 3.02822e+06 |   378.845       |
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|  6352 | 3.00152e+06 |   797.754       |
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|  6353 | 3.0033e+06  |   617.139       |
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|  6354 | 3.00509e+06 |   838.293       |
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|  6355 | 3.00687e+06 |  1110.2         |
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|  6356 | 3.00865e+06 |  1200.62        |
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|  6357 | 3.01043e+06 |   865.395       |
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|  6358 | 3.01221e+06 |   677.061       |
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|  6359 | 3.014e+06   |   784.639       |
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|  6360 | 3.01578e+06 |   610.913       |
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|  6361 | 3.01756e+06 |   846.874       |
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|  6362 | 3.01934e+06 |  1070.82        |
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|  6363 | 3.02112e+06 |  1184.69        |
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|  6364 | 3.02291e+06 |   863.945       |
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|  6365 | 3.02469e+06 |   687.999       |
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|  6366 | 3.02647e+06 |   779.863       |
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|  6367 | 3.02825e+06 |   603.591       |
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|  6368 | 3.00156e+06 |   826.963       |
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|  6369 | 3.00334e+06 |   957.758       |
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|  6370 | 3.00512e+06 |  1121.9         |
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|  6371 | 3.0069e+06  |  1651.68        |
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|  6372 | 3.00868e+06 |  1714.57        |
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|  6373 | 3.01046e+06 |  1032.37        |
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|  6374 | 3.01225e+06 |   968.363       |
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|  6375 | 3.01403e+06 |   748.988       |
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|  6376 | 3.01581e+06 |   940.408       |
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|  6377 | 3.01759e+06 |  1129.21        |
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|  6378 | 3.01938e+06 |  1662.14        |
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|  6379 | 3.02116e+06 |  1702.59        |
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|  6380 | 3.02294e+06 |  1019.35        |
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|  6381 | 3.02472e+06 |   974.905       |
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|  6382 | 3.0265e+06  |   754.082       |
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|  6383 | 3.02828e+06 |   941.799       |
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|  6384 | 3.00159e+06 |   812.028       |
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|  6385 | 3.00337e+06 |   853.195       |
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|  6386 | 3.00515e+06 |   905.137       |
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|  6387 | 3.00693e+06 |  1228.76        |
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|  6388 | 3.00872e+06 |  1377.77        |
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|  6389 | 3.0105e+06  |   764.779       |
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|  6390 | 3.01228e+06 |   946.095       |
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|  6391 | 3.01406e+06 |   804.94        |
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|  6392 | 3.01584e+06 |   850.892       |
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|  6393 | 3.01763e+06 |   950.02        |
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|  6394 | 3.01941e+06 |  1203.74        |
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|  6395 | 3.02119e+06 |  1367.63        |
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|  6396 | 3.02297e+06 |   766.128       |
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|  6397 | 3.02475e+06 |   954.696       |
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|  6398 | 3.02654e+06 |   810.753       |
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|  6399 | 3.02832e+06 |   855.154       |
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|  6400 | 3.00162e+06 |  1987.84        |
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|  6401 | 3.0034e+06  |  1780.81        |
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|  6402 | 3.00518e+06 |  2235.15        |
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|  6403 | 3.00697e+06 |  2733.25        |
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|  6404 | 3.00875e+06 |  2645.73        |
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|  6405 | 3.01053e+06 |  2049.12        |
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|  6406 | 3.01231e+06 |  1787.72        |
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|  6407 | 3.0141e+06  |  1976.22        |
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|  6408 | 3.01588e+06 |  1776.25        |
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|  6409 | 3.01766e+06 |  2228.51        |
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|  6410 | 3.01944e+06 |  2689.48        |
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|  6411 | 3.02122e+06 |  2621.1         |
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|  6412 | 3.023e+06   |  2039.57        |
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|  6413 | 3.02479e+06 |  1780.06        |
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|  6414 | 3.02657e+06 |  1975.63        |
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|  6415 | 3.02835e+06 |  1774.97        |
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|  6416 | 3.00165e+06 |   569.136       |
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|  6417 | 3.00344e+06 |   620.667       |
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|  6418 | 3.00522e+06 |   856.672       |
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|  6419 | 3.007e+06   |   702.737       |
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|  6420 | 3.00878e+06 |   498.491       |
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|  6421 | 3.01056e+06 |   858.449       |
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|  6422 | 3.01235e+06 |   705.978       |
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|  6423 | 3.01413e+06 |   507.749       |
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|  6424 | 3.01591e+06 |   655.653       |
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|  6425 | 3.01769e+06 |   765.931       |
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|  6426 | 3.01947e+06 |   694.852       |
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|  6428 | 3.02304e+06 |   801.399       |
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|  6429 | 3.02482e+06 |   729.208       |
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|  6430 | 3.0266e+06  |   532.195       |
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|  6431 | 3.02838e+06 |   653.509       |
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|  6432 | 3.00169e+06 |  1062.05        |
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|  6433 | 3.00347e+06 |  1278.66        |
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|  6434 | 3.00525e+06 |  1453.08        |
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|  6435 | 3.00703e+06 |  1934.71        |
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|  6436 | 3.00882e+06 |  1884.38        |
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|  6437 | 3.0106e+06  |  1227.56        |
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|  6438 | 3.01238e+06 |  1153.6         |
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|  6439 | 3.01416e+06 |  1081.53        |
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|  6440 | 3.01594e+06 |  1293.09        |
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|  6441 | 3.01772e+06 |  1459.86        |
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|  6442 | 3.01951e+06 |  1928.16        |
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|  6443 | 3.02129e+06 |  1878.97        |
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|  6444 | 3.02307e+06 |  1223.94        |
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|  6445 | 3.02485e+06 |  1152.85        |
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|  6446 | 3.02664e+06 |  1084.28        |
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|  6447 | 3.02842e+06 |  1295.86        |
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|  6448 | 3.00172e+06 |   503.681       |
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|  6449 | 3.0035e+06  |   977.786       |
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|  6450 | 3.00528e+06 |   650.749       |
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|  6451 | 3.00707e+06 |  1020.18        |
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|  6452 | 3.00885e+06 |   623.123       |
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|  6453 | 3.01063e+06 |   470.317       |
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|  6454 | 3.01241e+06 |   634.467       |
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|  6455 | 3.01419e+06 |   515.566       |
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|  6456 | 3.01598e+06 |   952.997       |
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|  6457 | 3.01776e+06 |   635.165       |
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|  6458 | 3.01954e+06 |  1021.89        |
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|  6459 | 3.02132e+06 |   620.613       |
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|  6460 | 3.0231e+06  |   494.449       |
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|  6461 | 3.02489e+06 |   653.791       |
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|  6462 | 3.02667e+06 |   526.823       |
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|  6463 | 3.02845e+06 |   964.132       |
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|  6464 | 3.00175e+06 |   763.71        |
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|  6465 | 3.00354e+06 |   912.649       |
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|  6466 | 3.00532e+06 |  1008.05        |
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|  6467 | 3.0071e+06  |  1344.86        |
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|  6468 | 3.00888e+06 |  1353.48        |
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|  6469 | 3.01066e+06 |  1032.83        |
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|  6470 | 3.01244e+06 |   966.902       |
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|  6471 | 3.01423e+06 |   755.229       |
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|  6472 | 3.01601e+06 |   898.123       |
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|  6473 | 3.01779e+06 |  1009.82        |
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|  6474 | 3.01957e+06 |  1323.53        |
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|  6475 | 3.02136e+06 |  1358.19        |
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|  6476 | 3.02314e+06 |  1029.13        |
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|  6477 | 3.02492e+06 |   977.143       |
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|  6478 | 3.0267e+06  |   757.683       |
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|  6479 | 3.02848e+06 |   901.165       |
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|  6480 | 3.00179e+06 |   788.581       |
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|  6481 | 3.00357e+06 |   882.87        |
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|  6482 | 3.00535e+06 |  1050.34        |
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|  6483 | 3.00713e+06 |  1095.86        |
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|  6484 | 3.00891e+06 |   942.865       |
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|  6485 | 3.0107e+06  |   962.63        |
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|  6486 | 3.01248e+06 |   871.676       |
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|  6487 | 3.01426e+06 |   784.416       |
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|  6488 | 3.01604e+06 |   891.303       |
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|  6489 | 3.01782e+06 |  1038.95        |
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|  6490 | 3.01961e+06 |  1108.22        |
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|  6491 | 3.02139e+06 |   929.605       |
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|  6492 | 3.02317e+06 |   975.701       |
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|  6493 | 3.02495e+06 |   867.548       |
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|  6494 | 3.02673e+06 |   793.556       |
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|  6495 | 3.02852e+06 |   886.119       |
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|  6496 | 3.00182e+06 |   368.625       |
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|  6497 | 3.0036e+06  |   436.367       |
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|  6498 | 3.00538e+06 |   508.782       |
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|  6499 | 3.00716e+06 |   651.449       |
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|  6500 | 3.00895e+06 |   625.675       |
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|  6501 | 3.01073e+06 |   544.884       |
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|  6503 | 3.01429e+06 |   395.451       |
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|  6504 | 3.01608e+06 |   454.658       |
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|  6505 | 3.01786e+06 |   529.454       |
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|  6506 | 3.01964e+06 |   656.17        |
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|  6507 | 3.02142e+06 |   627.096       |
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|  6508 | 3.0232e+06  |   544.805       |
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|  6509 | 3.02498e+06 |   437.435       |
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|  6510 | 3.02677e+06 |   395.128       |
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|  6511 | 3.02855e+06 |   454.33        |
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|  6512 | 3.00185e+06 |   710.694       |
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|  6513 | 3.00363e+06 |   780.131       |
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|  6514 | 3.00542e+06 |   865.44        |
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|  6515 | 3.0072e+06  |  1050.48        |
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|  6516 | 3.00898e+06 |   974.069       |
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|  6517 | 3.01076e+06 |   835.649       |
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|  6519 | 3.01433e+06 |   718.149       |
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|  6520 | 3.01611e+06 |   784.925       |
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|  6521 | 3.01789e+06 |   855.079       |
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|  6522 | 3.01967e+06 |  1059.14        |
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|  6523 | 3.02145e+06 |   974.584       |
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|  6524 | 3.02324e+06 |   833.4         |
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|  6525 | 3.02502e+06 |   860.464       |
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|  6526 | 3.0268e+06  |   714.585       |
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|  6527 | 3.02858e+06 |   780.851       |
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|  6528 | 3.00188e+06 |  1126.33        |
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|  6529 | 3.00367e+06 |   950.829       |
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|  6530 | 3.00545e+06 |  1010.8         |
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|  6531 | 3.00723e+06 |  1147.55        |
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|  6532 | 3.00901e+06 |   910.691       |
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|  6533 | 3.0108e+06  |  1065.01        |
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|  6534 | 3.01258e+06 |  1001.56        |
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|  6535 | 3.01436e+06 |  1131.24        |
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|  6536 | 3.01614e+06 |   951.619       |
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|  6537 | 3.01792e+06 |  1008.18        |
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|  6538 | 3.0197e+06  |  1142.4         |
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|  6539 | 3.02149e+06 |   908.774       |
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|  6540 | 3.02327e+06 |  1065.05        |
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|  6541 | 3.02505e+06 |  1001.95        |
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|  6542 | 3.02683e+06 |  1132.07        |
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|  6543 | 3.02862e+06 |   952.535       |
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|  6544 | 3.00192e+06 |  1097.42        |
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|  6545 | 3.0037e+06  |   956.06        |
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|  6546 | 3.00548e+06 |  1183.6         |
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|  6547 | 3.00726e+06 |  1680.46        |
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|  6548 | 3.00905e+06 |  1579.91        |
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|  6549 | 3.01083e+06 |  1023.68        |
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|  6550 | 3.01261e+06 |   870.794       |
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|  6551 | 3.01439e+06 |  1082.04        |
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|  6552 | 3.01617e+06 |   961.094       |
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|  6553 | 3.01796e+06 |  1171.72        |
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|  6554 | 3.01974e+06 |  1661.06        |
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|  6555 | 3.02152e+06 |  1558.33        |
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|  6556 | 3.0233e+06  |  1028.12        |
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|  6557 | 3.02508e+06 |   873.799       |
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|  6558 | 3.02687e+06 |  1089.07        |
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|  6559 | 3.02865e+06 |   963.885       |
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|  6560 | 3.00195e+06 |  1458.21        |
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|  6561 | 3.00373e+06 |  1764.57        |
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|  6562 | 3.00552e+06 |  1664.44        |
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|  6563 | 3.0073e+06  |  2078.23        |
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|  6564 | 3.00908e+06 |  1846.44        |
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|  6565 | 3.01086e+06 |  1576.7         |
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|  6566 | 3.01264e+06 |  1400.86        |
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|  6567 | 3.01442e+06 |  1403.07        |
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|  6568 | 3.01621e+06 |  1686.7         |
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|  6569 | 3.01799e+06 |  1586.11        |
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|  6570 | 3.01977e+06 |  1981.04        |
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|  6571 | 3.02155e+06 |  1868.53        |
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|  6572 | 3.02334e+06 |  1586.79        |
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|  6573 | 3.02512e+06 |  1408.6         |
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|  6574 | 3.0269e+06  |  1411.06        |
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|  6575 | 3.02868e+06 |  1698.57        |
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|  6576 | 3.00198e+06 |   798.397       |
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|  6577 | 3.00377e+06 |   738.735       |
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|  6578 | 3.00555e+06 |   927.514       |
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|  6579 | 3.00733e+06 |  1082.4         |
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|  6580 | 3.00911e+06 |  1119.41        |
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|  6581 | 3.01089e+06 |   815.122       |
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|  6582 | 3.01268e+06 |   767.936       |
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|  6583 | 3.01446e+06 |   797.66        |
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|  6584 | 3.01624e+06 |   732.126       |
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|  6585 | 3.01802e+06 |   921.223       |
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|  6586 | 3.0198e+06  |  1059.9         |
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|  6587 | 3.02159e+06 |  1101.63        |
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|  6588 | 3.02337e+06 |   811.451       |
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|  6589 | 3.02515e+06 |   768.765       |
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|  6590 | 3.02693e+06 |   794.644       |
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|  6591 | 3.02871e+06 |   733.102       |
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|  6592 | 3.00202e+06 |  1780.17        |
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|  6593 | 3.0038e+06  |  1839.07        |
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|  6594 | 3.00558e+06 |  2199.42        |
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|  6595 | 3.00736e+06 |  2777.18        |
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|  6596 | 3.00914e+06 |  2528.73        |
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|  6597 | 3.01093e+06 |  1871.01        |
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|  6598 | 3.01271e+06 |  1996.28        |
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|  6599 | 3.01449e+06 |  1702.63        |
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|  6600 | 3.01627e+06 |  1835.02        |
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|  6601 | 3.01806e+06 |  2044.38        |
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|  6602 | 3.01984e+06 |  2823.63        |
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|  6603 | 3.02162e+06 |  2334.51        |
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|  6604 | 3.0234e+06  |  1909.04        |
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|  6605 | 3.02518e+06 |  2118.96        |
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|  6606 | 3.02696e+06 |  1771.23        |
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|  6607 | 3.02875e+06 |  1830.32        |
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|  6608 | 3.00205e+06 |  1126.51        |
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|  6609 | 3.00383e+06 |   969.978       |
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|  6610 | 3.00561e+06 |  1265.18        |
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|  6611 | 3.0074e+06  |  1360.18        |
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|  6612 | 3.00918e+06 |  1526.5         |
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|  6613 | 3.01096e+06 |  1010.62        |
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|  6614 | 3.01274e+06 |   886.946       |
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|  6615 | 3.01452e+06 |  1109           |
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|  6616 | 3.01631e+06 |   949.733       |
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|  6617 | 3.01809e+06 |  1282.14        |
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|  6618 | 3.01987e+06 |  1332.79        |
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|  6619 | 3.02165e+06 |  1523.55        |
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|  6620 | 3.02343e+06 |  1000.9         |
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|  6621 | 3.02522e+06 |   891.362       |
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|  6622 | 3.027e+06   |  1107.43        |
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|  6623 | 3.02878e+06 |   960.324       |
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|  6624 | 3.00208e+06 |   883.488       |
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|  6625 | 3.00386e+06 |   749.907       |
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|  6626 | 3.00565e+06 |   834.972       |
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|  6627 | 3.00743e+06 |  1051.72        |
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|  6628 | 3.00921e+06 |  1030.82        |
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|  6629 | 3.01099e+06 |   824.583       |
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|  6630 | 3.01278e+06 |   807.539       |
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|  6631 | 3.01456e+06 |   871.114       |
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|  6632 | 3.01634e+06 |   738.965       |
+-------+-------------+-----------------+
|  6633 | 3.01812e+06 |   825.08        |
+-------+-------------+-----------------+
|  6634 | 3.0199e+06  |  1007.56        |
+-------+-------------+-----------------+
|  6635 | 3.02168e+06 |   993.209       |
+-------+-------------+-----------------+
|  6636 | 3.02347e+06 |   825.392       |
+-------+-------------+-----------------+
|  6637 | 3.02525e+06 |   802.235       |
+-------+-------------+-----------------+
|  6638 | 3.02703e+06 |   865.9         |
+-------+-------------+-----------------+
|  6639 | 3.02881e+06 |   733.511       |
+-------+-------------+-----------------+
|  6640 | 3.00212e+06 |  1048.4         |
+-------+-------------+-----------------+
|  6641 | 3.0039e+06  |  1104.15        |
+-------+-------------+-----------------+
|  6642 | 3.00568e+06 |  1297.32        |
+-------+-------------+-----------------+
|  6643 | 3.00746e+06 |  1474.7         |
+-------+-------------+-----------------+
|  6644 | 3.00924e+06 |  1464.38        |
+-------+-------------+-----------------+
|  6645 | 3.01103e+06 |  1192.68        |
+-------+-------------+-----------------+
|  6646 | 3.01281e+06 |  1079.27        |
+-------+-------------+-----------------+
|  6647 | 3.01459e+06 |  1056.49        |
+-------+-------------+-----------------+
|  6648 | 3.01637e+06 |  1107.6         |
+-------+-------------+-----------------+
|  6649 | 3.01815e+06 |  1298.83        |
+-------+-------------+-----------------+
|  6650 | 3.01994e+06 |  1477.9         |
+-------+-------------+-----------------+
|  6651 | 3.02172e+06 |  1466.05        |
+-------+-------------+-----------------+
|  6652 | 3.0235e+06  |  1193.72        |
+-------+-------------+-----------------+
|  6653 | 3.02528e+06 |  1080.91        |
+-------+-------------+-----------------+
|  6654 | 3.02706e+06 |  1057.77        |
+-------+-------------+-----------------+
|  6655 | 3.02885e+06 |  1108.8         |
+-------+-------------+-----------------+
|  6656 | 3.00215e+06 |  2288.81        |
+-------+-------------+-----------------+
|  6657 | 3.00393e+06 |  2040.83        |
+-------+-------------+-----------------+
|  6658 | 3.00571e+06 |  2618.4         |
+-------+-------------+-----------------+
|  6659 | 3.0075e+06  |  3268.72        |
+-------+-------------+-----------------+
|  6660 | 3.00928e+06 |  3221.72        |
+-------+-------------+-----------------+
|  6661 | 3.01106e+06 |  2296.98        |
+-------+-------------+-----------------+
|  6662 | 3.01284e+06 |  2024.86        |
+-------+-------------+-----------------+
|  6663 | 3.01462e+06 |  2328.5         |
+-------+-------------+-----------------+
|  6664 | 3.0164e+06  |  2054.64        |
+-------+-------------+-----------------+
|  6665 | 3.01819e+06 |  2631.37        |
+-------+-------------+-----------------+
|  6666 | 3.01997e+06 |  3299.13        |
+-------+-------------+-----------------+
|  6667 | 3.02175e+06 |  3243.66        |
+-------+-------------+-----------------+
|  6668 | 3.02353e+06 |  2299.26        |
+-------+-------------+-----------------+
|  6669 | 3.02532e+06 |  2023.42        |
+-------+-------------+-----------------+
|  6670 | 3.0271e+06  |  2324.48        |
+-------+-------------+-----------------+
|  6671 | 3.02888e+06 |  2048.24        |
+-------+-------------+-----------------+
|  6672 | 3.00218e+06 |  2391.98        |
+-------+-------------+-----------------+
|  6673 | 3.00396e+06 |  2233.72        |
+-------+-------------+-----------------+
|  6674 | 3.00575e+06 |  3222.86        |
+-------+-------------+-----------------+
|  6675 | 3.00753e+06 |  3883.55        |
+-------+-------------+-----------------+
|  6676 | 3.00931e+06 |  3959.02        |
+-------+-------------+-----------------+
|  6677 | 3.01109e+06 |  2667.52        |
+-------+-------------+-----------------+
|  6678 | 3.01287e+06 |  2301.12        |
+-------+-------------+-----------------+
|  6679 | 3.01466e+06 |  2309.51        |
+-------+-------------+-----------------+
|  6680 | 3.01644e+06 |  2299.41        |
+-------+-------------+-----------------+
|  6681 | 3.01822e+06 |  3156.13        |
+-------+-------------+-----------------+
|  6682 | 3.02e+06    |  3860.3         |
+-------+-------------+-----------------+
|  6683 | 3.02178e+06 |  3842.2         |
+-------+-------------+-----------------+
|  6684 | 3.02357e+06 |  2701.7         |
+-------+-------------+-----------------+
|  6685 | 3.02535e+06 |  2249.57        |
+-------+-------------+-----------------+
|  6686 | 3.02713e+06 |  2359.04        |
+-------+-------------+-----------------+
|  6687 | 3.02891e+06 |  2262.79        |
+-------+-------------+-----------------+
|  6688 | 3.00222e+06 |  1770.69        |
+-------+-------------+-----------------+
|  6689 | 3.004e+06   |  1933.03        |
+-------+-------------+-----------------+
|  6690 | 3.00578e+06 |  2718.98        |
+-------+-------------+-----------------+
|  6691 | 3.00756e+06 |  3573.69        |
+-------+-------------+-----------------+
|  6692 | 3.00934e+06 |  3638.87        |
+-------+-------------+-----------------+
|  6693 | 3.01112e+06 |  2193.26        |
+-------+-------------+-----------------+
|  6694 | 3.01291e+06 |  1811.06        |
+-------+-------------+-----------------+
|  6695 | 3.01469e+06 |  1830.95        |
+-------+-------------+-----------------+
|  6696 | 3.01647e+06 |  1982.46        |
+-------+-------------+-----------------+
|  6697 | 3.01825e+06 |  2714.12        |
+-------+-------------+-----------------+
|  6698 | 3.02004e+06 |  3698.18        |
+-------+-------------+-----------------+
|  6699 | 3.02182e+06 |  3741.27        |
+-------+-------------+-----------------+
|  6700 | 3.0236e+06  |  2215.71        |
+-------+-------------+-----------------+
|  6701 | 3.02538e+06 |  1818.86        |
+-------+-------------+-----------------+
|  6702 | 3.02716e+06 |  1846.89        |
+-------+-------------+-----------------+
|  6703 | 3.02894e+06 |  1994.48        |
+-------+-------------+-----------------+
|  6704 | 3.00225e+06 |  2061.35        |
+-------+-------------+-----------------+
|  6705 | 3.00403e+06 |  2066.61        |
+-------+-------------+-----------------+
|  6706 | 3.00581e+06 |  2722.63        |
+-------+-------------+-----------------+
|  6707 | 3.00759e+06 |  3450.92        |
+-------+-------------+-----------------+
|  6708 | 3.00938e+06 |  3508.67        |
+-------+-------------+-----------------+
|  6709 | 3.01116e+06 |  2436.13        |
+-------+-------------+-----------------+
|  6710 | 3.01294e+06 |  2032.36        |
+-------+-------------+-----------------+
|  6711 | 3.01472e+06 |  2062.1         |
+-------+-------------+-----------------+
|  6712 | 3.0165e+06  |  2060.86        |
+-------+-------------+-----------------+
|  6713 | 3.01829e+06 |  2730.34        |
+-------+-------------+-----------------+
|  6714 | 3.02007e+06 |  3407.48        |
+-------+-------------+-----------------+
|  6715 | 3.02185e+06 |  3477.61        |
+-------+-------------+-----------------+
|  6716 | 3.02363e+06 |  2426.45        |
+-------+-------------+-----------------+
|  6717 | 3.02541e+06 |  2027.28        |
+-------+-------------+-----------------+
|  6718 | 3.0272e+06  |  2060.06        |
+-------+-------------+-----------------+
|  6719 | 3.02898e+06 |  2059.15        |
+-------+-------------+-----------------+
|  6720 | 3.00228e+06 |  1839.77        |
+-------+-------------+-----------------+
|  6721 | 3.00406e+06 |  1991.88        |
+-------+-------------+-----------------+
|  6722 | 3.00584e+06 |  2588.06        |
+-------+-------------+-----------------+
|  6723 | 3.00763e+06 |  3347.08        |
+-------+-------------+-----------------+
|  6724 | 3.00941e+06 |  3641.44        |
+-------+-------------+-----------------+
|  6725 | 3.01119e+06 |  2151.54        |
+-------+-------------+-----------------+
|  6726 | 3.01297e+06 |  1843.76        |
+-------+-------------+-----------------+
|  6727 | 3.01476e+06 |  1791.87        |
+-------+-------------+-----------------+
|  6728 | 3.01654e+06 |  1924.76        |
+-------+-------------+-----------------+
|  6729 | 3.01832e+06 |  2525.24        |
+-------+-------------+-----------------+
|  6730 | 3.0201e+06  |  3319.81        |
+-------+-------------+-----------------+
|  6731 | 3.02188e+06 |  3627.05        |
+-------+-------------+-----------------+
|  6732 | 3.02366e+06 |  2134.43        |
+-------+-------------+-----------------+
|  6733 | 3.02545e+06 |  1832.03        |
+-------+-------------+-----------------+
|  6734 | 3.02723e+06 |  1782.07        |
+-------+-------------+-----------------+
|  6735 | 3.02901e+06 |  1918.12        |
+-------+-------------+-----------------+
|  6736 | 3.00231e+06 |  1966.64        |
+-------+-------------+-----------------+
|  6737 | 3.0041e+06  |  1638.37        |
+-------+-------------+-----------------+
|  6738 | 3.00588e+06 |  2147.78        |
+-------+-------------+-----------------+
|  6739 | 3.00766e+06 |  2360.02        |
+-------+-------------+-----------------+
|  6740 | 3.00944e+06 |  2460.92        |
+-------+-------------+-----------------+
|  6741 | 3.01122e+06 |  2042.31        |
+-------+-------------+-----------------+
|  6742 | 3.01301e+06 |  1724.83        |
+-------+-------------+-----------------+
|  6743 | 3.01479e+06 |  1934.99        |
+-------+-------------+-----------------+
|  6744 | 3.01657e+06 |  1645.38        |
+-------+-------------+-----------------+
|  6745 | 3.01835e+06 |  2127.2         |
+-------+-------------+-----------------+
|  6746 | 3.02013e+06 |  2332.04        |
+-------+-------------+-----------------+
|  6747 | 3.02192e+06 |  2433.79        |
+-------+-------------+-----------------+
|  6748 | 3.0237e+06  |  2029.91        |
+-------+-------------+-----------------+
|  6749 | 3.02548e+06 |  1724.8         |
+-------+-------------+-----------------+
|  6750 | 3.02726e+06 |  1928.98        |
+-------+-------------+-----------------+
|  6751 | 3.02904e+06 |  1636.84        |
+-------+-------------+-----------------+
|  6752 | 3.00235e+06 |   811.148       |
+-------+-------------+-----------------+
|  6753 | 3.00413e+06 |   854.023       |
+-------+-------------+-----------------+
|  6754 | 3.00591e+06 |   946.294       |
+-------+-------------+-----------------+
|  6755 | 3.00769e+06 |  1108.02        |
+-------+-------------+-----------------+
|  6756 | 3.00948e+06 |  1110.34        |
+-------+-------------+-----------------+
|  6757 | 3.01126e+06 |   955.06        |
+-------+-------------+-----------------+
|  6758 | 3.01304e+06 |   811.151       |
+-------+-------------+-----------------+
|  6759 | 3.01482e+06 |   864.005       |
+-------+-------------+-----------------+
|  6760 | 3.0166e+06  |   877.101       |
+-------+-------------+-----------------+
|  6761 | 3.01838e+06 |   960.887       |
+-------+-------------+-----------------+
|  6762 | 3.02017e+06 |  1113.2         |
+-------+-------------+-----------------+
|  6763 | 3.02195e+06 |  1114.96        |
+-------+-------------+-----------------+
|  6764 | 3.02373e+06 |   956.026       |
+-------+-------------+-----------------+
|  6765 | 3.02551e+06 |   812.905       |
+-------+-------------+-----------------+
|  6766 | 3.0273e+06  |   865.542       |
+-------+-------------+-----------------+
|  6767 | 3.02908e+06 |   878.836       |
+-------+-------------+-----------------+
|  6768 | 3.00238e+06 |  1410.7         |
+-------+-------------+-----------------+
|  6769 | 3.00416e+06 |  1395.85        |
+-------+-------------+-----------------+
|  6770 | 3.00594e+06 |  1809.26        |
+-------+-------------+-----------------+
|  6771 | 3.00773e+06 |  2430.71        |
+-------+-------------+-----------------+
|  6772 | 3.00951e+06 |  2245.82        |
+-------+-------------+-----------------+
|  6773 | 3.01129e+06 |  1611.98        |
+-------+-------------+-----------------+
|  6774 | 3.01307e+06 |  1308.46        |
+-------+-------------+-----------------+
|  6775 | 3.01485e+06 |  1391.1         |
+-------+-------------+-----------------+
|  6776 | 3.01664e+06 |  1398.81        |
+-------+-------------+-----------------+
|  6777 | 3.01842e+06 |  1810.69        |
+-------+-------------+-----------------+
|  6778 | 3.0202e+06  |  2425.22        |
+-------+-------------+-----------------+
|  6779 | 3.02198e+06 |  2243.39        |
+-------+-------------+-----------------+
|  6780 | 3.02376e+06 |  1610.27        |
+-------+-------------+-----------------+
|  6781 | 3.02555e+06 |  1307.81        |
+-------+-------------+-----------------+
|  6782 | 3.02733e+06 |  1390.1         |
+-------+-------------+-----------------+
|  6783 | 3.02911e+06 |  1397.66        |
+-------+-------------+-----------------+
|  6784 | 3.00241e+06 |  1504.62        |
+-------+-------------+-----------------+
|  6785 | 3.0042e+06  |  1159.57        |
+-------+-------------+-----------------+
|  6786 | 3.00598e+06 |  1607.18        |
+-------+-------------+-----------------+
|  6787 | 3.00776e+06 |  1761.03        |
+-------+-------------+-----------------+
|  6788 | 3.00954e+06 |  1750.87        |
+-------+-------------+-----------------+
|  6789 | 3.01132e+06 |  1478.08        |
+-------+-------------+-----------------+
|  6790 | 3.0131e+06  |  1209.58        |
+-------+-------------+-----------------+
|  6791 | 3.01489e+06 |  1493.86        |
+-------+-------------+-----------------+
|  6792 | 3.01667e+06 |  1164.64        |
+-------+-------------+-----------------+
|  6793 | 3.01845e+06 |  1604.94        |
+-------+-------------+-----------------+
|  6794 | 3.02023e+06 |  1760.3         |
+-------+-------------+-----------------+
|  6795 | 3.02202e+06 |  1750.28        |
+-------+-------------+-----------------+
|  6796 | 3.0238e+06  |  1478.39        |
+-------+-------------+-----------------+
|  6797 | 3.02558e+06 |  1210.21        |
+-------+-------------+-----------------+
|  6798 | 3.02736e+06 |  1494.66        |
+-------+-------------+-----------------+
|  6799 | 3.02914e+06 |  1165.05        |
+-------+-------------+-----------------+
|  6800 | 3.00245e+06 |  1525.89        |
+-------+-------------+-----------------+
|  6801 | 3.00423e+06 |  1254.26        |
+-------+-------------+-----------------+
|  6802 | 3.00601e+06 |  1588.13        |
+-------+-------------+-----------------+
|  6803 | 3.00779e+06 |  1755.15        |
+-------+-------------+-----------------+
|  6804 | 3.00957e+06 |  1759.34        |
+-------+-------------+-----------------+
|  6805 | 3.01136e+06 |  1409.89        |
+-------+-------------+-----------------+
|  6806 | 3.01314e+06 |  1315.46        |
+-------+-------------+-----------------+
|  6807 | 3.01492e+06 |  1625.57        |
+-------+-------------+-----------------+
|  6808 | 3.0167e+06  |  1348.92        |
+-------+-------------+-----------------+
|  6809 | 3.01848e+06 |  1683.62        |
+-------+-------------+-----------------+
|  6810 | 3.02027e+06 |  1822.51        |
+-------+-------------+-----------------+
|  6811 | 3.02205e+06 |  1829.06        |
+-------+-------------+-----------------+
|  6812 | 3.02383e+06 |  1480.74        |
+-------+-------------+-----------------+
|  6813 | 3.02561e+06 |  1392.8         |
+-------+-------------+-----------------+
|  6814 | 3.02739e+06 |  1697.86        |
+-------+-------------+-----------------+
|  6815 | 3.02918e+06 |  1419.28        |
+-------+-------------+-----------------+
|  6816 | 3.00248e+06 |   970.35        |
+-------+-------------+-----------------+
|  6817 | 3.00426e+06 |   793.644       |
+-------+-------------+-----------------+
|  6818 | 3.00604e+06 |  1066.43        |
+-------+-------------+-----------------+
|  6819 | 3.00782e+06 |  1195.67        |
+-------+-------------+-----------------+
|  6820 | 3.00961e+06 |  1191.96        |
+-------+-------------+-----------------+
|  6821 | 3.01139e+06 |   766.195       |
+-------+-------------+-----------------+
|  6822 | 3.01317e+06 |   750.312       |
+-------+-------------+-----------------+
|  6823 | 3.01495e+06 |   982.786       |
+-------+-------------+-----------------+
|  6824 | 3.01674e+06 |   797.785       |
+-------+-------------+-----------------+
|  6825 | 3.01852e+06 |  1067.1         |
+-------+-------------+-----------------+
|  6826 | 3.0203e+06  |  1194.52        |
+-------+-------------+-----------------+
|  6827 | 3.02208e+06 |  1190.06        |
+-------+-------------+-----------------+
|  6828 | 3.02386e+06 |   764.092       |
+-------+-------------+-----------------+
|  6829 | 3.02564e+06 |   747.923       |
+-------+-------------+-----------------+
|  6830 | 3.02743e+06 |   980.403       |
+-------+-------------+-----------------+
|  6831 | 3.02921e+06 |   795.367       |
+-------+-------------+-----------------+
|  6832 | 3.00251e+06 |   934.985       |
+-------+-------------+-----------------+
|  6833 | 3.00429e+06 |   802.302       |
+-------+-------------+-----------------+
|  6834 | 3.00608e+06 |  1309.36        |
+-------+-------------+-----------------+
|  6835 | 3.00786e+06 |  1416.2         |
+-------+-------------+-----------------+
|  6836 | 3.00964e+06 |  1761.43        |
+-------+-------------+-----------------+
|  6837 | 3.01142e+06 |  1148.43        |
+-------+-------------+-----------------+
|  6838 | 3.0132e+06  |   924.326       |
+-------+-------------+-----------------+
|  6839 | 3.01499e+06 |   817.12        |
+-------+-------------+-----------------+
|  6840 | 3.01677e+06 |   889.54        |
+-------+-------------+-----------------+
|  6841 | 3.01855e+06 |  1313.87        |
+-------+-------------+-----------------+
|  6842 | 3.02033e+06 |  1458.01        |
+-------+-------------+-----------------+
|  6843 | 3.02211e+06 |  1744.08        |
+-------+-------------+-----------------+
|  6844 | 3.0239e+06  |  1172.43        |
+-------+-------------+-----------------+
|  6845 | 3.02568e+06 |   884.337       |
+-------+-------------+-----------------+
|  6846 | 3.02746e+06 |   803.531       |
+-------+-------------+-----------------+
|  6847 | 3.02924e+06 |   899.232       |
+-------+-------------+-----------------+
|  6848 | 3.00254e+06 |   972.153       |
+-------+-------------+-----------------+
|  6849 | 3.00433e+06 |   933.261       |
+-------+-------------+-----------------+
|  6850 | 3.00611e+06 |  1225.47        |
+-------+-------------+-----------------+
|  6851 | 3.00789e+06 |  1499.58        |
+-------+-------------+-----------------+
|  6852 | 3.00967e+06 |  1616.74        |
+-------+-------------+-----------------+
|  6853 | 3.01146e+06 |  1100.11        |
+-------+-------------+-----------------+
|  6854 | 3.01324e+06 |   958.366       |
+-------+-------------+-----------------+
|  6855 | 3.01502e+06 |   978.097       |
+-------+-------------+-----------------+
|  6856 | 3.0168e+06  |   900.825       |
+-------+-------------+-----------------+
|  6857 | 3.01858e+06 |  1228.59        |
+-------+-------------+-----------------+
|  6858 | 3.02036e+06 |  1473.59        |
+-------+-------------+-----------------+
|  6859 | 3.02215e+06 |  1617.75        |
+-------+-------------+-----------------+
|  6860 | 3.02393e+06 |  1074.19        |
+-------+-------------+-----------------+
|  6861 | 3.02571e+06 |   955.662       |
+-------+-------------+-----------------+
|  6862 | 3.02749e+06 |   954.051       |
+-------+-------------+-----------------+
|  6863 | 3.02928e+06 |   896.99        |
+-------+-------------+-----------------+
|  6864 | 3.00258e+06 |  1297.79        |
+-------+-------------+-----------------+
|  6865 | 3.00436e+06 |   989.492       |
+-------+-------------+-----------------+
|  6866 | 3.00614e+06 |  1089.19        |
+-------+-------------+-----------------+
|  6867 | 3.00792e+06 |   974.954       |
+-------+-------------+-----------------+
|  6868 | 3.00971e+06 |  1015.78        |
+-------+-------------+-----------------+
|  6869 | 3.01149e+06 |  1289.34        |
+-------+-------------+-----------------+
|  6870 | 3.01327e+06 |  1237.39        |
+-------+-------------+-----------------+
|  6871 | 3.01505e+06 |  1298.94        |
+-------+-------------+-----------------+
|  6872 | 3.01683e+06 |   996.041       |
+-------+-------------+-----------------+
|  6873 | 3.01862e+06 |  1079.25        |
+-------+-------------+-----------------+
|  6874 | 3.0204e+06  |   978.601       |
+-------+-------------+-----------------+
|  6875 | 3.02218e+06 |  1007.25        |
+-------+-------------+-----------------+
|  6876 | 3.02396e+06 |  1292.28        |
+-------+-------------+-----------------+
|  6877 | 3.02574e+06 |  1230.24        |
+-------+-------------+-----------------+
|  6878 | 3.02753e+06 |  1303.12        |
+-------+-------------+-----------------+
|  6879 | 3.02931e+06 |   989.482       |
+-------+-------------+-----------------+
|  6880 | 3.00261e+06 |  1266.74        |
+-------+-------------+-----------------+
|  6881 | 3.00439e+06 |  1108.4         |
+-------+-------------+-----------------+
|  6882 | 3.00618e+06 |  1349.58        |
+-------+-------------+-----------------+
|  6883 | 3.00796e+06 |  1620.51        |
+-------+-------------+-----------------+
|  6884 | 3.00974e+06 |  1519.54        |
+-------+-------------+-----------------+
|  6885 | 3.01152e+06 |  1210.11        |
+-------+-------------+-----------------+
|  6886 | 3.0133e+06  |  1114.76        |
+-------+-------------+-----------------+
|  6887 | 3.01508e+06 |  1258.78        |
+-------+-------------+-----------------+
|  6888 | 3.01687e+06 |  1105.73        |
+-------+-------------+-----------------+
|  6889 | 3.01865e+06 |  1340.02        |
+-------+-------------+-----------------+
|  6890 | 3.02043e+06 |  1608.01        |
+-------+-------------+-----------------+
|  6891 | 3.02221e+06 |  1510.98        |
+-------+-------------+-----------------+
|  6892 | 3.024e+06   |  1205.91        |
+-------+-------------+-----------------+
|  6893 | 3.02578e+06 |  1111.77        |
+-------+-------------+-----------------+
|  6894 | 3.02756e+06 |  1254.67        |
+-------+-------------+-----------------+
|  6895 | 3.02934e+06 |  1101.48        |
+-------+-------------+-----------------+
|  6896 | 3.00264e+06 |  1326.79        |
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|  6897 | 3.00443e+06 |  1546.81        |
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|  6898 | 3.00621e+06 |  1721.32        |
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|  6899 | 3.00799e+06 |  2255.18        |
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|  6900 | 3.00977e+06 |  2267.79        |
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|  6901 | 3.01155e+06 |  1734.5         |
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|  6902 | 3.01334e+06 |  1631.23        |
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|  6903 | 3.01512e+06 |  1384.44        |
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|  6904 | 3.0169e+06  |  1544.5         |
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|  6905 | 3.01868e+06 |  1729.93        |
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|  6906 | 3.02046e+06 |  2210.22        |
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|  6907 | 3.02225e+06 |  2249.41        |
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|  6908 | 3.02403e+06 |  1712.08        |
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|  6909 | 3.02581e+06 |  1607.28        |
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|  6910 | 3.02759e+06 |  1375.92        |
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|  6911 | 3.02937e+06 |  1540.61        |
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|  6912 | 3.0009e+06  |   859.375       |
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|  6913 | 3.00268e+06 |   699.975       |
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|  6914 | 3.00446e+06 |   709.021       |
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|  6915 | 3.00624e+06 |   709.677       |
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|  6916 | 3.00802e+06 |   371.708       |
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|  6917 | 3.00981e+06 |   782.672       |
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|  6918 | 3.01159e+06 |   749.849       |
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|  6919 | 3.01337e+06 |   868.431       |
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|  6920 | 3.01515e+06 |   694.38        |
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|  6921 | 3.01693e+06 |   703.621       |
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|  6922 | 3.01872e+06 |   706.939       |
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|  6923 | 3.0205e+06  |   370.073       |
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|  6924 | 3.02228e+06 |   781.419       |
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|  6925 | 3.02406e+06 |   747.411       |
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|  6926 | 3.02584e+06 |   866.602       |
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|  6927 | 3.02763e+06 |   692.77        |
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|  6928 | 3.00093e+06 |   407.075       |
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|  6929 | 3.00271e+06 |   274.524       |
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|  6930 | 3.00449e+06 |   303.322       |
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|  6931 | 3.00628e+06 |   388.474       |
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|  6932 | 3.00806e+06 |   375.686       |
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|  6933 | 3.00984e+06 |   329.642       |
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|  6934 | 3.01162e+06 |   330.951       |
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|  6935 | 3.0134e+06  |   402.264       |
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|  6937 | 3.01697e+06 |   297.467       |
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|  6938 | 3.01875e+06 |   394.331       |
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|  6939 | 3.02053e+06 |   367.955       |
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|  6940 | 3.02231e+06 |   335.209       |
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|  6941 | 3.0241e+06  |   326.519       |
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|  6942 | 3.02588e+06 |   408.486       |
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|  6943 | 3.02766e+06 |   278.332       |
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|  6968 | 3.01525e+06 |   367.913       |
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|  6969 | 3.01703e+06 |   370.941       |
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|  6970 | 3.01882e+06 |   498.215       |
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|  6971 | 3.0206e+06  |   510.952       |
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|  6972 | 3.02238e+06 |   435.305       |
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|  6973 | 3.02416e+06 |   373.764       |
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|  6974 | 3.02594e+06 |   477.774       |
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|  6975 | 3.02772e+06 |   367.012       |
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|  6976 | 3.00103e+06 |   331.904       |
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|  6977 | 3.00281e+06 |   269.978       |
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|  6978 | 3.00459e+06 |   297.103       |
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|  6979 | 3.00637e+06 |   434.603       |
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|  6980 | 3.00816e+06 |   340.15        |
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|  6981 | 3.00994e+06 |   319.383       |
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|  6982 | 3.01172e+06 |   279.31        |
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|  6983 | 3.0135e+06  |   330.914       |
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|  6984 | 3.01528e+06 |   271.26        |
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|  6985 | 3.01707e+06 |   297.184       |
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|  6986 | 3.01885e+06 |   436.416       |
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|  6987 | 3.02063e+06 |   341.885       |
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|  6988 | 3.02241e+06 |   320.772       |
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|  6989 | 3.02419e+06 |   279.443       |
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|  6990 | 3.02598e+06 |   331.688       |
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|  6991 | 3.02776e+06 |   271.974       |
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|  6992 | 3.00106e+06 |   535.488       |
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|  6993 | 3.00284e+06 |   433.134       |
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|  7000 | 3.01532e+06 |   429.799       |
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|  7001 | 3.0171e+06  |   432.275       |
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|  7002 | 3.01888e+06 |   589.481       |
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|  7010 | 3.00466e+06 |   334.815       |
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|  7079 | 3.0137e+06  |   367.534       |
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|  7083 | 3.02083e+06 |   425.591       |
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|  7087 | 3.02796e+06 |   346.796       |
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|  7089 | 3.00304e+06 |   790.074       |
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|  7090 | 3.00482e+06 |   991.312       |
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|  7091 | 3.0066e+06  |  1162.06        |
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|  7092 | 3.00839e+06 |  1188.43        |
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|  7093 | 3.01017e+06 |   791.323       |
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|  7099 | 3.02086e+06 |  1185.39        |
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|  7108 | 3.00842e+06 |  1326.29        |
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|  7116 | 3.02268e+06 |   641.289       |
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|  7118 | 3.02624e+06 |   868.421       |
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|  7128 | 3.01558e+06 |   388.419       |
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|  7129 | 3.01736e+06 |   438.052       |
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|  7130 | 3.01914e+06 |   650.588       |
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|  7131 | 3.02093e+06 |   849.077       |
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|  7133 | 3.02449e+06 |   483.345       |
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|  7134 | 3.02627e+06 |   535.623       |
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|  7137 | 3.00314e+06 |   316.231       |
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|  7138 | 3.00492e+06 |   331.932       |
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|  7139 | 3.0067e+06  |   400.059       |
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|  7140 | 3.00849e+06 |   417.218       |
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|  7141 | 3.01027e+06 |   362.528       |
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|  7142 | 3.01205e+06 |   345.336       |
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|  7143 | 3.01383e+06 |   379.673       |
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|  7144 | 3.01561e+06 |   320.048       |
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|  7145 | 3.0174e+06  |   331.645       |
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|  7146 | 3.01918e+06 |   401.1         |
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|  7147 | 3.02096e+06 |   422.247       |
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|  7148 | 3.02274e+06 |   363.572       |
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|  7149 | 3.02452e+06 |   345.213       |
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|  7150 | 3.02631e+06 |   381.278       |
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|  7151 | 3.02809e+06 |   321.513       |
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|  7152 | 3.00139e+06 |   500.472       |
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|  7153 | 3.00317e+06 |   482.933       |
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|  7155 | 3.00674e+06 |   586.506       |
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|  7156 | 3.00852e+06 |   625.093       |
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|  7157 | 3.0103e+06  |   529.161       |
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|  7158 | 3.01208e+06 |   476.16        |
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|  7159 | 3.01386e+06 |   496.765       |
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|  7160 | 3.01565e+06 |   485.067       |
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|  7161 | 3.01743e+06 |   580.722       |
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|  7162 | 3.01921e+06 |   581.04        |
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|  7163 | 3.02099e+06 |   622.873       |
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|  7164 | 3.02278e+06 |   527.25        |
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|  7165 | 3.02456e+06 |   477.793       |
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|  7166 | 3.02634e+06 |   497.685       |
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|  7167 | 3.02812e+06 |   485.326       |
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|  7168 | 3.00142e+06 |  1231.96        |
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|  7169 | 3.00321e+06 |  1063.23        |
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|  7170 | 3.00499e+06 |  1278.04        |
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|  7171 | 3.00677e+06 |  1458.73        |
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|  7172 | 3.00855e+06 |  1189.45        |
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|  7173 | 3.01033e+06 |  1164.18        |
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|  7174 | 3.01212e+06 |  1069.38        |
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|  7175 | 3.0139e+06  |  1224.4         |
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|  7176 | 3.01568e+06 |  1052.01        |
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|  7177 | 3.01746e+06 |  1263.06        |
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|  7178 | 3.01924e+06 |  1443.95        |
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|  7179 | 3.02103e+06 |  1169.8         |
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|  7180 | 3.02281e+06 |  1143.43        |
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|  7181 | 3.02459e+06 |  1050.1         |
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|  7182 | 3.02637e+06 |  1205.54        |
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|  7183 | 3.02815e+06 |  1033.11        |
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|  7184 | 3.00146e+06 |   582.122       |
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|  7185 | 3.00324e+06 |   571.352       |
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|  7186 | 3.00502e+06 |   809.998       |
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|  7187 | 3.0068e+06  |   776.707       |
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|  7188 | 3.00858e+06 |   604.679       |
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|  7189 | 3.01037e+06 |   500.011       |
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|  7190 | 3.01215e+06 |   477.527       |
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|  7191 | 3.01393e+06 |   596.389       |
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|  7192 | 3.01571e+06 |   584.417       |
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|  7193 | 3.0175e+06  |   830.116       |
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|  7194 | 3.01928e+06 |   780.214       |
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|  7195 | 3.02106e+06 |   606.676       |
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|  7196 | 3.02284e+06 |   502.682       |
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|  7197 | 3.02462e+06 |   478.411       |
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|  7198 | 3.0264e+06  |   597.055       |
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|  7199 | 3.02819e+06 |   585.189       |
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|  7200 | 3.00149e+06 |   216.346       |
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|  7201 | 3.00327e+06 |   216.419       |
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|  7202 | 3.00505e+06 |   287.252       |
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|  7203 | 3.00684e+06 |   341.032       |
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|  7204 | 3.00862e+06 |   421.714       |
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|  7205 | 3.0104e+06  |   260.869       |
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|  7206 | 3.01218e+06 |   201.792       |
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|  7207 | 3.01396e+06 |   211.88        |
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|  7208 | 3.01575e+06 |   215.746       |
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|  7209 | 3.01753e+06 |   290.152       |
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|  7210 | 3.01931e+06 |   339.053       |
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|  7211 | 3.02109e+06 |   421.892       |
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|  7212 | 3.02287e+06 |   258.138       |
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|  7213 | 3.02466e+06 |   204.988       |
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|  7214 | 3.02644e+06 |   211.688       |
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|  7215 | 3.02822e+06 |   216.885       |
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|  7216 | 3.00152e+06 |   889.725       |
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|  7217 | 3.0033e+06  |   798.381       |
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|  7218 | 3.00509e+06 |  1010.65        |
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|  7219 | 3.00687e+06 |  1209.36        |
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|  7220 | 3.00865e+06 |  1545.27        |
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|  7221 | 3.01043e+06 |  1039.57        |
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|  7222 | 3.01222e+06 |   798.546       |
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|  7223 | 3.014e+06   |   879.323       |
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|  7224 | 3.01578e+06 |   788.049       |
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|  7225 | 3.01756e+06 |  1001.48        |
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|  7226 | 3.01934e+06 |  1210.72        |
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|  7227 | 3.02112e+06 |  1545.39        |
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|  7228 | 3.02291e+06 |  1038.83        |
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|  7229 | 3.02469e+06 |   797.737       |
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|  7231 | 3.02825e+06 |   786.486       |
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|  7232 | 3.00156e+06 |   652.839       |
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|  7234 | 3.00512e+06 |   841.951       |
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|  7235 | 3.0069e+06  |  1077.96        |
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|  7236 | 3.00868e+06 |  1583.66        |
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|  7237 | 3.01047e+06 |   809.74        |
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|  7238 | 3.01225e+06 |   859.999       |
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|  7239 | 3.01403e+06 |   649.413       |
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|  7240 | 3.01581e+06 |   679.98        |
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|  7241 | 3.01759e+06 |   842.858       |
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|  7242 | 3.01938e+06 |  1078.16        |
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|  7243 | 3.02116e+06 |  1584.05        |
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|  7244 | 3.02294e+06 |   810.147       |
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|  7245 | 3.02472e+06 |   860.786       |
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|  7246 | 3.0265e+06  |   650.196       |
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|  7247 | 3.02829e+06 |   680.754       |
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|  7248 | 3.00159e+06 |   701.537       |
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|  7249 | 3.00337e+06 |   562.01        |
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|  7250 | 3.00515e+06 |   611.716       |
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|  7251 | 3.00694e+06 |   845.966       |
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|  7252 | 3.00872e+06 |  1190.45        |
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|  7253 | 3.0105e+06  |   656.307       |
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|  7254 | 3.01228e+06 |   632.926       |
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|  7255 | 3.01406e+06 |   698.238       |
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|  7256 | 3.01584e+06 |   546.506       |
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|  7257 | 3.01763e+06 |   626.933       |
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|  7258 | 3.01941e+06 |   821.766       |
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|  7259 | 3.02119e+06 |  1188.45        |
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|  7260 | 3.02297e+06 |   633.556       |
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|  7261 | 3.02476e+06 |   636.7         |
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|  7262 | 3.02654e+06 |   685.155       |
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|  7263 | 3.02832e+06 |   553.005       |
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|  7264 | 3.00162e+06 |  2173.75        |
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|  7265 | 3.0034e+06  |  1928.4         |
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|  7266 | 3.00519e+06 |  2497.68        |
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|  7267 | 3.00697e+06 |  2833.91        |
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|  7268 | 3.00875e+06 |  2880           |
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|  7269 | 3.01053e+06 |  2054.66        |
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|  7270 | 3.01231e+06 |  1850.85        |
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|  7271 | 3.0141e+06  |  2166.61        |
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|  7272 | 3.01588e+06 |  1933           |
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|  7273 | 3.01766e+06 |  2500.65        |
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|  7274 | 3.01944e+06 |  2840.09        |
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|  7275 | 3.02122e+06 |  2882.73        |
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|  7276 | 3.02301e+06 |  2042.35        |
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|  7277 | 3.02479e+06 |  1842.96        |
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|  7278 | 3.02657e+06 |  2161.19        |
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|  7279 | 3.02835e+06 |  1927.91        |
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|  7280 | 3.00166e+06 |   289.418       |
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|  7281 | 3.00344e+06 |   229.987       |
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|  7282 | 3.00522e+06 |   245.995       |
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|  7283 | 3.007e+06   |   317.484       |
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|  7284 | 3.00878e+06 |   349.744       |
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|  7285 | 3.01056e+06 |   266.915       |
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|  7286 | 3.01235e+06 |   263.872       |
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|  7287 | 3.01413e+06 |   276.741       |
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|  7288 | 3.01591e+06 |   233.731       |
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|  7289 | 3.01769e+06 |   238.59        |
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|  7290 | 3.01948e+06 |   322.141       |
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|  7291 | 3.02126e+06 |   342.667       |
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|  7292 | 3.02304e+06 |   271.22        |
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|  7293 | 3.02482e+06 |   257.815       |
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|  7294 | 3.0266e+06  |   280.911       |
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|  7295 | 3.02838e+06 |   227.703       |
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|  7296 | 3.00169e+06 |   657.537       |
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|  7297 | 3.00347e+06 |   569.354       |
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|  7298 | 3.00525e+06 |   707.482       |
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|  7299 | 3.00703e+06 |   884.474       |
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|  7300 | 3.00882e+06 |  1067.94        |
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|  7301 | 3.0106e+06  |   625.673       |
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|  7302 | 3.01238e+06 |   630.802       |
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|  7303 | 3.01416e+06 |   658.579       |
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|  7304 | 3.01594e+06 |   567.192       |
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|  7305 | 3.01773e+06 |   705.46        |
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|  7306 | 3.01951e+06 |   883.893       |
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|  7307 | 3.02129e+06 |  1070.17        |
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|  7308 | 3.02307e+06 |   625.005       |
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|  7309 | 3.02485e+06 |   629.617       |
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|  7310 | 3.02664e+06 |   657.016       |
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|  7311 | 3.02842e+06 |   565.503       |
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|  7312 | 3.00172e+06 |   172.725       |
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|  7313 | 3.0035e+06  |   148.724       |
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|  7314 | 3.00528e+06 |   163.799       |
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|  7315 | 3.00707e+06 |   217.514       |
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|  7316 | 3.00885e+06 |   264.145       |
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|  7317 | 3.01063e+06 |   182.873       |
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|  7318 | 3.01241e+06 |   151.249       |
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|  7319 | 3.0142e+06  |   170.53        |
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|  7320 | 3.01598e+06 |   150.134       |
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|  7321 | 3.01776e+06 |   162.028       |
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|  7322 | 3.01954e+06 |   218.811       |
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|  7323 | 3.02132e+06 |   262.49        |
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|  7324 | 3.0231e+06  |   184.09        |
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|  7325 | 3.02489e+06 |   149.653       |
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|  7326 | 3.02667e+06 |   171.658       |
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|  7327 | 3.02845e+06 |   148.636       |
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|  7329 | 3.00354e+06 |   337.381       |
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|  7330 | 3.00532e+06 |   402.63        |
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|  7331 | 3.0071e+06  |   562.179       |
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|  7335 | 3.01423e+06 |   461.528       |
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|  7338 | 3.01957e+06 |   559.264       |
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|  7339 | 3.02136e+06 |   609.045       |
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|  7340 | 3.02314e+06 |   420.206       |
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|  7341 | 3.02492e+06 |   376.318       |
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|  7342 | 3.0267e+06  |   458.777       |
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|  7343 | 3.02848e+06 |   335.562       |
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|  7344 | 3.00179e+06 |   750.047       |
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|  7345 | 3.00357e+06 |   589.831       |
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|  7346 | 3.00535e+06 |   720.594       |
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|  7347 | 3.00713e+06 |   829.919       |
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|  7348 | 3.00892e+06 |   800.469       |
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|  7349 | 3.0107e+06  |   668.517       |
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|  7350 | 3.01248e+06 |   586.964       |
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|  7351 | 3.01426e+06 |   742.185       |
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|  7352 | 3.01604e+06 |   588.881       |
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|  7353 | 3.01782e+06 |   717.222       |
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|  7354 | 3.01961e+06 |   824.492       |
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|  7355 | 3.02139e+06 |   797.935       |
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|  7356 | 3.02317e+06 |   668.446       |
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|  7357 | 3.02495e+06 |   584.731       |
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|  7358 | 3.02674e+06 |   740.766       |
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|  7359 | 3.02852e+06 |   586.126       |
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|  7360 | 3.00182e+06 |   176.413       |
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|  7361 | 3.0036e+06  |   165.712       |
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|  7362 | 3.00538e+06 |   177.423       |
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|  7363 | 3.00717e+06 |   250.26        |
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|  7364 | 3.00895e+06 |   249.853       |
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|  7365 | 3.01073e+06 |   208.298       |
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|  7366 | 3.01251e+06 |   158.471       |
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|  7367 | 3.01429e+06 |   189.404       |
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|  7368 | 3.01608e+06 |   156.126       |
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|  7369 | 3.01786e+06 |   187.839       |
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|  7370 | 3.01964e+06 |   241.064       |
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|  7371 | 3.02142e+06 |   257.254       |
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|  7372 | 3.0232e+06  |   198.103       |
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|  7373 | 3.02499e+06 |   166.527       |
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|  7374 | 3.02677e+06 |   179.829       |
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|  7375 | 3.02855e+06 |   165.213       |
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|  7376 | 3.00185e+06 |   571.745       |
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|  7377 | 3.00364e+06 |   509.476       |
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|  7378 | 3.00542e+06 |   607.447       |
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|  7379 | 3.0072e+06  |   699.077       |
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|  7380 | 3.00898e+06 |   851.065       |
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|  7381 | 3.01076e+06 |   540           |
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|  7382 | 3.01254e+06 |   671.335       |
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|  7383 | 3.01433e+06 |   565.169       |
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|  7384 | 3.01611e+06 |   509.185       |
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|  7385 | 3.01789e+06 |   604.715       |
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|  7386 | 3.01967e+06 |   697.44        |
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|  7387 | 3.02146e+06 |   844.01        |
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|  7388 | 3.02324e+06 |   539.577       |
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|  7389 | 3.02502e+06 |   665.681       |
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|  7390 | 3.0268e+06  |   564.707       |
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|  7391 | 3.02858e+06 |   503.649       |
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|  7392 | 3.00189e+06 |   983.371       |
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|  7393 | 3.00367e+06 |   860.859       |
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|  7394 | 3.00545e+06 |   951.381       |
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|  7395 | 3.00723e+06 |  1008.99        |
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|  7396 | 3.00901e+06 |   841.496       |
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|  7397 | 3.0108e+06  |   963.181       |
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|  7398 | 3.01258e+06 |   892.398       |
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|  7399 | 3.01436e+06 |   992.32        |
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|  7400 | 3.01614e+06 |   871.592       |
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|  7401 | 3.01792e+06 |   954.416       |
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|  7402 | 3.01971e+06 |  1007.58        |
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|  7403 | 3.02149e+06 |   838.729       |
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|  7404 | 3.02327e+06 |   959.318       |
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|  7405 | 3.02505e+06 |   890.347       |
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|  7406 | 3.02683e+06 |   990.812       |
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|  7407 | 3.02862e+06 |   869.991       |
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|  7408 | 3.00192e+06 |   818.179       |
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|  7409 | 3.0037e+06  |   720.74        |
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|  7410 | 3.00548e+06 |   924.801       |
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|  7411 | 3.00726e+06 |  1102.86        |
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|  7412 | 3.00905e+06 |   989.01        |
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|  7413 | 3.01083e+06 |   734.423       |
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|  7414 | 3.01261e+06 |   687.665       |
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|  7415 | 3.01439e+06 |   830.495       |
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|  7416 | 3.01618e+06 |   737.082       |
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|  7417 | 3.01796e+06 |   920.866       |
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|  7418 | 3.01974e+06 |  1093.59        |
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|  7419 | 3.02152e+06 |   983.875       |
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|  7420 | 3.0233e+06  |   732.488       |
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|  7421 | 3.02508e+06 |   684.912       |
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|  7422 | 3.02687e+06 |   826.434       |
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|  7423 | 3.02865e+06 |   732.983       |
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|  7424 | 3.00195e+06 |   676.083       |
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|  7425 | 3.00373e+06 |   628.41        |
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|  7426 | 3.00552e+06 |   700.536       |
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|  7427 | 3.0073e+06  |   861.461       |
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|  7428 | 3.00908e+06 |   870.1         |
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|  7429 | 3.01086e+06 |   695.139       |
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|  7430 | 3.01264e+06 |   707.427       |
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|  7431 | 3.01443e+06 |   677.694       |
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|  7432 | 3.01621e+06 |   625.792       |
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|  7433 | 3.01799e+06 |   696.023       |
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|  7434 | 3.01977e+06 |   852.922       |
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|  7435 | 3.02155e+06 |   862.757       |
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|  7436 | 3.02334e+06 |   694.268       |
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|  7437 | 3.02512e+06 |   704.468       |
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|  7438 | 3.0269e+06  |   674.416       |
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|  7439 | 3.02868e+06 |   622.646       |
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|  7440 | 3.00198e+06 |   759.501       |
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|  7441 | 3.00377e+06 |   714.974       |
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|  7442 | 3.00555e+06 |   877.599       |
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|  7443 | 3.00733e+06 |  1027.82        |
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|  7444 | 3.00911e+06 |  1174.96        |
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|  7445 | 3.0109e+06  |   754.376       |
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|  7446 | 3.01268e+06 |   657.169       |
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|  7447 | 3.01446e+06 |   755.455       |
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|  7448 | 3.01624e+06 |   711.291       |
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|  7449 | 3.01802e+06 |   874.461       |
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|  7450 | 3.0198e+06  |  1012.37        |
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|  7451 | 3.02159e+06 |  1164.28        |
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|  7452 | 3.02337e+06 |   756.643       |
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|  7453 | 3.02515e+06 |   654.648       |
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|  7454 | 3.02693e+06 |   752.113       |
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|  7455 | 3.02872e+06 |   709.047       |
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|  7456 | 3.00202e+06 |   761.101       |
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|  7457 | 3.0038e+06  |   489.194       |
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|  7458 | 3.00558e+06 |   570.119       |
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|  7459 | 3.00736e+06 |   761.45        |
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|  7460 | 3.00915e+06 |   737.131       |
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|  7461 | 3.01093e+06 |   715.259       |
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|  7462 | 3.01271e+06 |   609.962       |
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|  7463 | 3.01449e+06 |   759.249       |
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|  7464 | 3.01627e+06 |   489.761       |
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|  7465 | 3.01806e+06 |   571.409       |
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|  7466 | 3.01984e+06 |   763.353       |
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|  7467 | 3.02162e+06 |   738.354       |
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|  7468 | 3.0234e+06  |   715.42        |
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|  7469 | 3.02518e+06 |   610.457       |
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|  7470 | 3.02697e+06 |   759.725       |
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|  7471 | 3.02875e+06 |   490.289       |
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|  7472 | 3.00205e+06 |   680.643       |
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|  7473 | 3.00383e+06 |   615.943       |
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|  7474 | 3.00562e+06 |   752.738       |
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|  7475 | 3.0074e+06  |   908.596       |
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|  7476 | 3.00918e+06 |  1085.29        |
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|  7477 | 3.01096e+06 |   728.302       |
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|  7478 | 3.01274e+06 |   575.004       |
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|  7479 | 3.01452e+06 |   670.075       |
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|  7480 | 3.01631e+06 |   603.229       |
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|  7481 | 3.01809e+06 |   745.403       |
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|  7482 | 3.01987e+06 |   905.561       |
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|  7483 | 3.02165e+06 |  1084.13        |
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|  7484 | 3.02344e+06 |   727.347       |
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|  7485 | 3.02522e+06 |   574.346       |
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|  7486 | 3.027e+06   |   669.301       |
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|  7487 | 3.02878e+06 |   602.458       |
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|  7488 | 3.00208e+06 |   925.967       |
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|  7489 | 3.00387e+06 |   820.143       |
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|  7490 | 3.00565e+06 |   943.154       |
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|  7491 | 3.00743e+06 |  1087.59        |
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|  7492 | 3.00921e+06 |  1050.78        |
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|  7493 | 3.01099e+06 |   904.947       |
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|  7494 | 3.01278e+06 |   862.11        |
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|  7495 | 3.01456e+06 |   920.691       |
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|  7496 | 3.01634e+06 |   819.27        |
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|  7497 | 3.01812e+06 |   941.375       |
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|  7498 | 3.0199e+06  |  1071.26        |
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|  7499 | 3.02169e+06 |  1038.42        |
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|  7500 | 3.02347e+06 |   901.871       |
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|  7501 | 3.02525e+06 |   857.118       |
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|  7502 | 3.02703e+06 |   915.166       |
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|  7503 | 3.02881e+06 |   813.553       |
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|  7504 | 3.00212e+06 |   667.019       |
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|  7505 | 3.0039e+06  |   566.814       |
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|  7506 | 3.00568e+06 |   671.888       |
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|  7507 | 3.00746e+06 |   757.703       |
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|  7508 | 3.00924e+06 |   975.31        |
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|  7509 | 3.01103e+06 |   793.06        |
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|  7510 | 3.01281e+06 |   694.215       |
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|  7511 | 3.01459e+06 |   663.199       |
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|  7512 | 3.01637e+06 |   574.319       |
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|  7513 | 3.01816e+06 |   687.213       |
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|  7514 | 3.01994e+06 |   759.96        |
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|  7515 | 3.02172e+06 |   989.688       |
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|  7516 | 3.0235e+06  |   803.096       |
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|  7517 | 3.02528e+06 |   693.496       |
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|  7518 | 3.02706e+06 |   667.553       |
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|  7519 | 3.02885e+06 |   576.974       |
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|  7520 | 3.00215e+06 |  2510.62        |
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|  7521 | 3.00393e+06 |  2336.98        |
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|  7522 | 3.00571e+06 |  3133.29        |
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|  7523 | 3.0075e+06  |  3887.85        |
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|  7524 | 3.00928e+06 |  3739.82        |
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|  7525 | 3.01106e+06 |  2309.07        |
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|  7526 | 3.01284e+06 |  2051.19        |
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|  7527 | 3.01462e+06 |  2521.65        |
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|  7528 | 3.01641e+06 |  2322.77        |
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|  7529 | 3.01819e+06 |  3133.34        |
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|  7530 | 3.01997e+06 |  3888.17        |
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|  7531 | 3.02175e+06 |  3738.22        |
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|  7532 | 3.02353e+06 |  2305.59        |
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|  7533 | 3.02532e+06 |  2048.24        |
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|  7534 | 3.0271e+06  |  2518.59        |
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|  7535 | 3.02888e+06 |  2319.61        |
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|  7536 | 3.00218e+06 |  2048.22        |
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|  7537 | 3.00396e+06 |  2003.23        |
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|  7538 | 3.00575e+06 |  2770.92        |
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|  7539 | 3.00753e+06 |  3086.22        |
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|  7540 | 3.00931e+06 |  3270.36        |
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|  7541 | 3.01109e+06 |  2134.68        |
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|  7542 | 3.01288e+06 |  1806.37        |
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|  7543 | 3.01466e+06 |  2023.87        |
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|  7544 | 3.01644e+06 |  1989.96        |
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|  7545 | 3.01822e+06 |  2743.16        |
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|  7546 | 3.02e+06    |  3149.57        |
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|  7547 | 3.02178e+06 |  3317.52        |
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|  7548 | 3.02357e+06 |  2110.92        |
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|  7549 | 3.02535e+06 |  1776.66        |
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|  7550 | 3.02713e+06 |  2017.14        |
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|  7551 | 3.02891e+06 |  1984.28        |
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|  7552 | 3.00222e+06 |  1315.36        |
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|  7553 | 3.004e+06   |  1431.79        |
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|  7554 | 3.00578e+06 |  1804.65        |
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|  7555 | 3.00756e+06 |  2554.46        |
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|  7556 | 3.00934e+06 |  2654.94        |
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|  7557 | 3.01113e+06 |  1601.76        |
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|  7558 | 3.01291e+06 |  1216.97        |
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|  7559 | 3.01469e+06 |  1307.07        |
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|  7560 | 3.01647e+06 |  1435           |
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|  7561 | 3.01825e+06 |  1811.29        |
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|  7562 | 3.02004e+06 |  2548.01        |
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|  7563 | 3.02182e+06 |  2651.04        |
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|  7564 | 3.0236e+06  |  1604.32        |
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|  7565 | 3.02538e+06 |  1222.32        |
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|  7567 | 3.02895e+06 |  1438.27        |
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|  7571 | 3.0076e+06  |  3029.58        |
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|  7572 | 3.00938e+06 |  3175.43        |
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|  7573 | 3.01116e+06 |  2064.22        |
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|  7574 | 3.01294e+06 |  1853.63        |
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|  7575 | 3.01472e+06 |  2074.16        |
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|  7576 | 3.0165e+06  |  2002.8         |
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|  7577 | 3.01829e+06 |  2575.75        |
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|  7578 | 3.02007e+06 |  3005.26        |
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|  7580 | 3.02363e+06 |  2058.03        |
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|  7581 | 3.02542e+06 |  1848.81        |
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|  7582 | 3.0272e+06  |  2065.1         |
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|  7583 | 3.02898e+06 |  1992.63        |
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|  7584 | 3.00228e+06 |  1014.07        |
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|  7585 | 3.00406e+06 |  1189.11        |
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|  7586 | 3.00585e+06 |  1503.27        |
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|  7587 | 3.00763e+06 |  2098.39        |
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|  7588 | 3.00941e+06 |  2300.5         |
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|  7589 | 3.01119e+06 |  1158.14        |
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|  7591 | 3.01476e+06 |  1015.26        |
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|  7593 | 3.01832e+06 |  1511.39        |
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|  7595 | 3.02188e+06 |  2288.02        |
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|  7605 | 3.01122e+06 |  2330.26        |
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|  7606 | 3.01301e+06 |  1981.54        |
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|  7607 | 3.01479e+06 |  2363.94        |
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|  7611 | 3.02192e+06 |  2909.85        |
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|  7612 | 3.0237e+06  |  2325.76        |
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|  7613 | 3.02548e+06 |  1976.59        |
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|  7614 | 3.02726e+06 |  2354.84        |
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|  7619 | 3.00769e+06 |   610.117       |
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|  7623 | 3.01482e+06 |   513.175       |
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|  7624 | 3.0166e+06  |   497.531       |
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|  7625 | 3.01839e+06 |   562.916       |
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|  7626 | 3.02017e+06 |   612.549       |
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|  7627 | 3.02195e+06 |   686.261       |
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|  7628 | 3.02373e+06 |   580.514       |
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|  7629 | 3.02551e+06 |   473.294       |
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|  7630 | 3.0273e+06  |   512.695       |
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|  7631 | 3.02908e+06 |   497.138       |
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|  7632 | 3.00238e+06 |  1013.9         |
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|  7634 | 3.00594e+06 |  1244.71        |
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|  7636 | 3.00951e+06 |  1631.52        |
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|  7637 | 3.01129e+06 |  1099.14        |
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|  7638 | 3.01307e+06 |   949.51        |
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|  7639 | 3.01486e+06 |  1011.48        |
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|  7640 | 3.01664e+06 |  1038.26        |
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|  7641 | 3.01842e+06 |  1246           |
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|  7642 | 3.0202e+06  |  1612.96        |
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|  7643 | 3.02198e+06 |  1621.61        |
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|  7644 | 3.02376e+06 |  1097.43        |
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|  7645 | 3.02555e+06 |   947.662       |
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|  7646 | 3.02733e+06 |  1007.57        |
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|  7647 | 3.02911e+06 |  1034.08        |
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|  7648 | 3.00241e+06 |  1633.74        |
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|  7649 | 3.0042e+06  |  1314.31        |
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|  7650 | 3.00598e+06 |  1832.8         |
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|  7651 | 3.00776e+06 |  1871.22        |
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|  7652 | 3.00954e+06 |  2020.23        |
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|  7653 | 3.01132e+06 |  1484.96        |
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|  7654 | 3.01311e+06 |  1264.38        |
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|  7655 | 3.01489e+06 |  1635.43        |
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|  7656 | 3.01667e+06 |  1309.45        |
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|  7657 | 3.01845e+06 |  1833.87        |
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|  7658 | 3.02023e+06 |  1869.42        |
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|  7659 | 3.02202e+06 |  2023.38        |
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|  7660 | 3.0238e+06  |  1481.48        |
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|  7661 | 3.02558e+06 |  1265.64        |
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|  7662 | 3.02736e+06 |  1631.28        |
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|  7663 | 3.02914e+06 |  1311.01        |
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|  7664 | 3.00245e+06 |  1055.61        |
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|  7665 | 3.00423e+06 |   876.366       |
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|  7666 | 3.00601e+06 |  1102.95        |
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|  7667 | 3.00779e+06 |  1198.16        |
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|  7668 | 3.00958e+06 |  1304.04        |
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|  7669 | 3.01136e+06 |  1043.56        |
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|  7670 | 3.01314e+06 |   891.334       |
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|  7671 | 3.01492e+06 |  1075.66        |
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|  7672 | 3.0167e+06  |   869.265       |
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|  7673 | 3.01848e+06 |  1142.16        |
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|  7674 | 3.02027e+06 |  1174.93        |
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|  7675 | 3.02205e+06 |  1316.69        |
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|  7676 | 3.02383e+06 |  1029.5         |
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|  7677 | 3.02561e+06 |   913.483       |
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|  7678 | 3.0274e+06  |  1069.01        |
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|  7679 | 3.02918e+06 |   885.63        |
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|  7680 | 3.00248e+06 |   495.125       |
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|  7681 | 3.00426e+06 |   433.277       |
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|  7682 | 3.00604e+06 |   557.919       |
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|  7683 | 3.00783e+06 |   633.505       |
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|  7684 | 3.00961e+06 |   714.504       |
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|  7685 | 3.01139e+06 |   411.564       |
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|  7686 | 3.01317e+06 |   415.895       |
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|  7687 | 3.01495e+06 |   497.376       |
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|  7688 | 3.01674e+06 |   431.75        |
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|  7689 | 3.01852e+06 |   556.127       |
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|  7690 | 3.0203e+06  |   631.727       |
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|  7691 | 3.02208e+06 |   712.7         |
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|  7692 | 3.02386e+06 |   409.85        |
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|  7693 | 3.02565e+06 |   414.137       |
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|  7694 | 3.02743e+06 |   495.639       |
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|  7695 | 3.02921e+06 |   430.017       |
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|  7696 | 3.00251e+06 |   254.037       |
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|  7697 | 3.0043e+06  |   239.553       |
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|  7698 | 3.00608e+06 |   266.809       |
+-------+-------------+-----------------+
|  7699 | 3.00786e+06 |   324.4         |
+-------+-------------+-----------------+
|  7700 | 3.00964e+06 |   380.99        |
+-------+-------------+-----------------+
|  7701 | 3.01142e+06 |   272.678       |
+-------+-------------+-----------------+
|  7702 | 3.0132e+06  |   246.579       |
+-------+-------------+-----------------+
|  7703 | 3.01499e+06 |   252.24        |
+-------+-------------+-----------------+
|  7704 | 3.01677e+06 |   240.85        |
+-------+-------------+-----------------+
|  7705 | 3.01855e+06 |   266.047       |
+-------+-------------+-----------------+
|  7706 | 3.02033e+06 |   326.57        |
+-------+-------------+-----------------+
|  7707 | 3.02212e+06 |   381.621       |
+-------+-------------+-----------------+
|  7708 | 3.0239e+06  |   272.894       |
+-------+-------------+-----------------+
|  7709 | 3.02568e+06 |   246.862       |
+-------+-------------+-----------------+
|  7710 | 3.02746e+06 |   252.581       |
+-------+-------------+-----------------+
|  7711 | 3.02924e+06 |   241.292       |
+-------+-------------+-----------------+
|  7712 | 3.00255e+06 |   943.63        |
+-------+-------------+-----------------+
|  7713 | 3.00433e+06 |   885.121       |
+-------+-------------+-----------------+
|  7714 | 3.00611e+06 |  1126.79        |
+-------+-------------+-----------------+
|  7715 | 3.00789e+06 |  1340.3         |
+-------+-------------+-----------------+
|  7716 | 3.00967e+06 |  1555.03        |
+-------+-------------+-----------------+
|  7717 | 3.01146e+06 |  1000.14        |
+-------+-------------+-----------------+
|  7718 | 3.01324e+06 |   868.656       |
+-------+-------------+-----------------+
|  7719 | 3.01502e+06 |   927.332       |
+-------+-------------+-----------------+
|  7720 | 3.0168e+06  |   889.208       |
+-------+-------------+-----------------+
|  7721 | 3.01858e+06 |  1127.63        |
+-------+-------------+-----------------+
|  7722 | 3.02037e+06 |  1333.69        |
+-------+-------------+-----------------+
|  7723 | 3.02215e+06 |  1549.81        |
+-------+-------------+-----------------+
|  7724 | 3.02393e+06 |   996.858       |
+-------+-------------+-----------------+
|  7725 | 3.02571e+06 |   866.153       |
+-------+-------------+-----------------+
|  7726 | 3.02749e+06 |   924.026       |
+-------+-------------+-----------------+
|  7727 | 3.02928e+06 |   885.653       |
+-------+-------------+-----------------+
|  7728 | 3.00258e+06 |  1555.52        |
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|  7729 | 3.00436e+06 |  1259.23        |
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|  7730 | 3.00614e+06 |  1491.1         |
+-------+-------------+-----------------+
|  7731 | 3.00792e+06 |  1402.09        |
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|  7732 | 3.00971e+06 |  1406.46        |
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|  7733 | 3.01149e+06 |  1522.99        |
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|  7734 | 3.01327e+06 |  1387.9         |
+-------+-------------+-----------------+
|  7735 | 3.01505e+06 |  1548.24        |
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|  7736 | 3.01684e+06 |  1257.8         |
+-------+-------------+-----------------+
|  7737 | 3.01862e+06 |  1490.27        |
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|  7738 | 3.0204e+06  |  1400.27        |
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|  7739 | 3.02218e+06 |  1404.96        |
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|  7740 | 3.02396e+06 |  1519.59        |
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|  7741 | 3.02574e+06 |  1384.59        |
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|  7742 | 3.02753e+06 |  1545.35        |
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|  7743 | 3.02931e+06 |  1254.97        |
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|  7744 | 3.00261e+06 |  1511.11        |
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|  7745 | 3.00439e+06 |  1356.76        |
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|  7746 | 3.00618e+06 |  1689.54        |
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|  7747 | 3.00796e+06 |  2003.98        |
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|  7748 | 3.00974e+06 |  1888.08        |
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|  7749 | 3.01152e+06 |  1385.59        |
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|  7750 | 3.0133e+06  |  1251.49        |
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|  7751 | 3.01509e+06 |  1505.98        |
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|  7752 | 3.01687e+06 |  1372.39        |
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|  7753 | 3.01865e+06 |  1695.96        |
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|  7754 | 3.02043e+06 |  2013.72        |
+-------+-------------+-----------------+
|  7755 | 3.02221e+06 |  1889.34        |
+-------+-------------+-----------------+
|  7756 | 3.024e+06   |  1374.93        |
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|  7757 | 3.02578e+06 |  1242.6         |
+-------+-------------+-----------------+
|  7758 | 3.02756e+06 |  1502.17        |
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|  7759 | 3.02934e+06 |  1369.29        |
+-------+-------------+-----------------+
|  7760 | 3.00264e+06 |   802.013       |
+-------+-------------+-----------------+
|  7761 | 3.00443e+06 |   733.275       |
+-------+-------------+-----------------+
|  7762 | 3.00621e+06 |   842.703       |
+-------+-------------+-----------------+
|  7763 | 3.00799e+06 |  1147.4         |
+-------+-------------+-----------------+
|  7764 | 3.00977e+06 |  1241.01        |
+-------+-------------+-----------------+
|  7765 | 3.01156e+06 |   873.927       |
+-------+-------------+-----------------+
|  7766 | 3.01334e+06 |   791.331       |
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|  7767 | 3.01512e+06 |   789.031       |
+-------+-------------+-----------------+
|  7768 | 3.0169e+06  |   733.569       |
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|  7769 | 3.01868e+06 |   843.322       |
+-------+-------------+-----------------+
|  7770 | 3.02046e+06 |  1141.84        |
+-------+-------------+-----------------+
|  7771 | 3.02225e+06 |  1234.68        |
+-------+-------------+-----------------+
|  7772 | 3.02403e+06 |   870.804       |
+-------+-------------+-----------------+
|  7773 | 3.02581e+06 |   789.966       |
+-------+-------------+-----------------+
|  7774 | 3.02759e+06 |   786.166       |
+-------+-------------+-----------------+
|  7775 | 3.02938e+06 |   730.515       |
+-------+-------------+-----------------+
|  7776 | 3.0009e+06  |   140.131       |
+-------+-------------+-----------------+
|  7777 | 3.00268e+06 |   127.848       |
+-------+-------------+-----------------+
|  7778 | 3.00446e+06 |   157.437       |
+-------+-------------+-----------------+
|  7779 | 3.00624e+06 |   130.745       |
+-------+-------------+-----------------+
|  7780 | 3.00802e+06 |    58.0937      |
+-------+-------------+-----------------+
|  7781 | 3.00981e+06 |   149.97        |
+-------+-------------+-----------------+
|  7782 | 3.01159e+06 |   138.746       |
+-------+-------------+-----------------+
|  7783 | 3.01337e+06 |   149.677       |
+-------+-------------+-----------------+
|  7784 | 3.01515e+06 |   124.234       |
+-------+-------------+-----------------+
|  7785 | 3.01694e+06 |   150.947       |
+-------+-------------+-----------------+
|  7786 | 3.01872e+06 |   125.187       |
+-------+-------------+-----------------+
|  7787 | 3.0205e+06  |    63.591       |
+-------+-------------+-----------------+
|  7788 | 3.02228e+06 |   148.232       |
+-------+-------------+-----------------+
|  7789 | 3.02406e+06 |   141.457       |
+-------+-------------+-----------------+
|  7790 | 3.02584e+06 |   144.05        |
+-------+-------------+-----------------+
|  7791 | 3.02763e+06 |   128.374       |
+-------+-------------+-----------------+
|  7792 | 3.00093e+06 |   223.83        |
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|  7793 | 3.00271e+06 |   229.104       |
+-------+-------------+-----------------+
|  7794 | 3.00449e+06 |   315.524       |
+-------+-------------+-----------------+
|  7795 | 3.00628e+06 |   295.684       |
+-------+-------------+-----------------+
|  7796 | 3.00806e+06 |   323.109       |
+-------+-------------+-----------------+
|  7797 | 3.00984e+06 |   276.54        |
+-------+-------------+-----------------+
|  7798 | 3.01162e+06 |   249.599       |
+-------+-------------+-----------------+
|  7799 | 3.0134e+06  |   229.616       |
+-------+-------------+-----------------+
|  7800 | 3.01519e+06 |   228.895       |
+-------+-------------+-----------------+
|  7801 | 3.01697e+06 |   315.312       |
+-------+-------------+-----------------+
|  7802 | 3.01875e+06 |   296.484       |
+-------+-------------+-----------------+
|  7803 | 3.02053e+06 |   321.229       |
+-------+-------------+-----------------+
|  7804 | 3.02231e+06 |   278.724       |
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|  7805 | 3.0241e+06  |   246.523       |
+-------+-------------+-----------------+
|  7806 | 3.02588e+06 |   229.868       |
+-------+-------------+-----------------+
|  7807 | 3.02766e+06 |   229.42        |
+-------+-------------+-----------------+
|  7808 | 3.00096e+06 |   465.074       |
+-------+-------------+-----------------+
|  7809 | 3.00274e+06 |   490.626       |
+-------+-------------+-----------------+
|  7810 | 3.00453e+06 |   629.436       |
+-------+-------------+-----------------+
|  7811 | 3.00631e+06 |   493.056       |
+-------+-------------+-----------------+
|  7812 | 3.00809e+06 |   607.407       |
+-------+-------------+-----------------+
|  7813 | 3.00987e+06 |   557.99        |
+-------+-------------+-----------------+
|  7814 | 3.01166e+06 |   526.021       |
+-------+-------------+-----------------+
|  7815 | 3.01344e+06 |   473.007       |
+-------+-------------+-----------------+
|  7816 | 3.01522e+06 |   492.564       |
+-------+-------------+-----------------+
|  7817 | 3.017e+06   |   621.322       |
+-------+-------------+-----------------+
|  7818 | 3.01878e+06 |   494.451       |
+-------+-------------+-----------------+
|  7819 | 3.02056e+06 |   601.333       |
+-------+-------------+-----------------+
|  7820 | 3.02235e+06 |   557.505       |
+-------+-------------+-----------------+
|  7821 | 3.02413e+06 |   521.093       |
+-------+-------------+-----------------+
|  7822 | 3.02591e+06 |   474.422       |
+-------+-------------+-----------------+
|  7823 | 3.02769e+06 |   491.772       |
+-------+-------------+-----------------+
|  7824 | 3.001e+06   |   169.689       |
+-------+-------------+-----------------+
|  7825 | 3.00278e+06 |   157.052       |
+-------+-------------+-----------------+
|  7826 | 3.00456e+06 |   218.982       |
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|  7827 | 3.00634e+06 |   198.679       |
+-------+-------------+-----------------+
|  7828 | 3.00812e+06 |   210.861       |
+-------+-------------+-----------------+
|  7829 | 3.00991e+06 |   194.571       |
+-------+-------------+-----------------+
|  7830 | 3.01169e+06 |   173.749       |
+-------+-------------+-----------------+
|  7831 | 3.01347e+06 |   167.443       |
+-------+-------------+-----------------+
|  7832 | 3.01525e+06 |   160.513       |
+-------+-------------+-----------------+
|  7833 | 3.01703e+06 |   216.519       |
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|  7834 | 3.01882e+06 |   198.984       |
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|  7835 | 3.0206e+06  |   203.138       |
+-------+-------------+-----------------+
|  7836 | 3.02238e+06 |   191.948       |
+-------+-------------+-----------------+
|  7837 | 3.02416e+06 |   167.758       |
+-------+-------------+-----------------+
|  7838 | 3.02594e+06 |   166.356       |
+-------+-------------+-----------------+
|  7839 | 3.02773e+06 |   156.591       |
+-------+-------------+-----------------+
|  7840 | 3.00103e+06 |   140.098       |
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|  7841 | 3.00281e+06 |   140.405       |
+-------+-------------+-----------------+
|  7842 | 3.00459e+06 |   196.416       |
+-------+-------------+-----------------+
|  7843 | 3.00638e+06 |   226.359       |
+-------+-------------+-----------------+
|  7844 | 3.00816e+06 |   170.392       |
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|  7845 | 3.00994e+06 |   164.816       |
+-------+-------------+-----------------+
|  7846 | 3.01172e+06 |   149.338       |
+-------+-------------+-----------------+
|  7847 | 3.0135e+06  |   141.241       |
+-------+-------------+-----------------+
|  7848 | 3.01528e+06 |   138.775       |
+-------+-------------+-----------------+
|  7849 | 3.01707e+06 |   195.94        |
+-------+-------------+-----------------+
|  7850 | 3.01885e+06 |   224.218       |
+-------+-------------+-----------------+
|  7851 | 3.02063e+06 |   169.84        |
+-------+-------------+-----------------+
|  7852 | 3.02241e+06 |   164.698       |
+-------+-------------+-----------------+
|  7853 | 3.0242e+06  |   149.496       |
+-------+-------------+-----------------+
|  7854 | 3.02598e+06 |   140.403       |
+-------+-------------+-----------------+
|  7855 | 3.02776e+06 |   138.517       |
+-------+-------------+-----------------+
|  7856 | 3.00106e+06 |   245.634       |
+-------+-------------+-----------------+
|  7857 | 3.00284e+06 |   289.95        |
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|  7858 | 3.00463e+06 |   346.664       |
+-------+-------------+-----------------+
|  7859 | 3.00641e+06 |   347.439       |
+-------+-------------+-----------------+
|  7860 | 3.00819e+06 |   250.075       |
+-------+-------------+-----------------+
|  7861 | 3.00997e+06 |   276.975       |
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|  7862 | 3.01175e+06 |   288.721       |
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|  7863 | 3.01354e+06 |   255.683       |
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|  7864 | 3.01532e+06 |   283.857       |
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|  7865 | 3.0171e+06  |   354.713       |
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|  7866 | 3.01888e+06 |   341.829       |
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|  7867 | 3.02066e+06 |   253.573       |
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|  7868 | 3.02245e+06 |   277.155       |
+-------+-------------+-----------------+
|  7869 | 3.02423e+06 |   292.353       |
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|  7870 | 3.02601e+06 |   254.52        |
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|  7871 | 3.02779e+06 |   285.614       |
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|  7872 | 3.0011e+06  |   246.562       |
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|  7873 | 3.00288e+06 |   243.882       |
+-------+-------------+-----------------+
|  7874 | 3.00466e+06 |   308.398       |
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|  7875 | 3.00644e+06 |   257.502       |
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|  7876 | 3.00822e+06 |   228.406       |
+-------+-------------+-----------------+
|  7877 | 3.01e+06    |   309.262       |
+-------+-------------+-----------------+
|  7878 | 3.01179e+06 |   268.168       |
+-------+-------------+-----------------+
|  7879 | 3.01357e+06 |   241.234       |
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|  7880 | 3.01535e+06 |   238.553       |
+-------+-------------+-----------------+
|  7881 | 3.01713e+06 |   304.68        |
+-------+-------------+-----------------+
|  7882 | 3.01892e+06 |   256.048       |
+-------+-------------+-----------------+
|  7883 | 3.0207e+06  |   225.289       |
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|  7884 | 3.02248e+06 |   308.898       |
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|  7885 | 3.02426e+06 |   267.976       |
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|  7886 | 3.02604e+06 |   239.753       |
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|  7887 | 3.02782e+06 |   237.095       |
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|  7888 | 3.00113e+06 |   110.397       |
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|  7889 | 3.00291e+06 |   110.592       |
+-------+-------------+-----------------+
|  7890 | 3.00469e+06 |   166.74        |
+-------+-------------+-----------------+
|  7891 | 3.00647e+06 |   188.959       |
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|  7892 | 3.00826e+06 |   246.596       |
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|  7893 | 3.01004e+06 |   166.199       |
+-------+-------------+-----------------+
|  7894 | 3.01182e+06 |   142.943       |
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|  7895 | 3.0136e+06  |   110.155       |
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|  7896 | 3.01538e+06 |   112.102       |
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|  7897 | 3.01717e+06 |   167.845       |
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|  7898 | 3.01895e+06 |   189.874       |
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|  7899 | 3.02073e+06 |   247.281       |
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|  7900 | 3.02251e+06 |   166.746       |
+-------+-------------+-----------------+
|  7901 | 3.02429e+06 |   143.284       |
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|  7902 | 3.02608e+06 |   110.59        |
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|  7903 | 3.02786e+06 |   112.524       |
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|  7904 | 3.00116e+06 |   423.361       |
+-------+-------------+-----------------+
|  7905 | 3.00294e+06 |   417.504       |
+-------+-------------+-----------------+
|  7906 | 3.00472e+06 |   590.651       |
+-------+-------------+-----------------+
|  7907 | 3.00651e+06 |   610.327       |
+-------+-------------+-----------------+
|  7908 | 3.00829e+06 |   702.901       |
+-------+-------------+-----------------+
|  7909 | 3.01007e+06 |   513.93        |
+-------+-------------+-----------------+
|  7910 | 3.01185e+06 |   490           |
+-------+-------------+-----------------+
|  7911 | 3.01364e+06 |   425.874       |
+-------+-------------+-----------------+
|  7912 | 3.01542e+06 |   413.904       |
+-------+-------------+-----------------+
|  7913 | 3.0172e+06  |   628.56        |
+-------+-------------+-----------------+
|  7914 | 3.01898e+06 |   582.556       |
+-------+-------------+-----------------+
|  7915 | 3.02076e+06 |   653.784       |
+-------+-------------+-----------------+
|  7916 | 3.02254e+06 |   496.563       |
+-------+-------------+-----------------+
|  7917 | 3.02433e+06 |   460.509       |
+-------+-------------+-----------------+
|  7918 | 3.02611e+06 |   420.8         |
+-------+-------------+-----------------+
|  7919 | 3.02789e+06 |   413.785       |
+-------+-------------+-----------------+
|  7920 | 3.00119e+06 |   149.201       |
+-------+-------------+-----------------+
|  7921 | 3.00298e+06 |   171.068       |
+-------+-------------+-----------------+
|  7922 | 3.00476e+06 |   226.382       |
+-------+-------------+-----------------+
|  7923 | 3.00654e+06 |   269.306       |
+-------+-------------+-----------------+
|  7924 | 3.00832e+06 |   286.063       |
+-------+-------------+-----------------+
|  7925 | 3.0101e+06  |   198.571       |
+-------+-------------+-----------------+
|  7926 | 3.01189e+06 |   194.277       |
+-------+-------------+-----------------+
|  7927 | 3.01367e+06 |   145.321       |
+-------+-------------+-----------------+
|  7928 | 3.01545e+06 |   167.798       |
+-------+-------------+-----------------+
|  7929 | 3.01723e+06 |   224.362       |
+-------+-------------+-----------------+
|  7930 | 3.01901e+06 |   268.415       |
+-------+-------------+-----------------+
|  7931 | 3.0208e+06  |   285.128       |
+-------+-------------+-----------------+
|  7932 | 3.02258e+06 |   196.881       |
+-------+-------------+-----------------+
|  7933 | 3.02436e+06 |   192.529       |
+-------+-------------+-----------------+
|  7934 | 3.02614e+06 |   143.803       |
+-------+-------------+-----------------+
|  7935 | 3.02792e+06 |   166.301       |
+-------+-------------+-----------------+
|  7936 | 3.00123e+06 |   283.947       |
+-------+-------------+-----------------+
|  7937 | 3.00301e+06 |   270.911       |
+-------+-------------+-----------------+
|  7938 | 3.00479e+06 |   340.243       |
+-------+-------------+-----------------+
|  7939 | 3.00657e+06 |   449.673       |
+-------+-------------+-----------------+
|  7940 | 3.00836e+06 |   346.968       |
+-------+-------------+-----------------+
|  7941 | 3.01014e+06 |   311.585       |
+-------+-------------+-----------------+
|  7942 | 3.01192e+06 |   310.203       |
+-------+-------------+-----------------+
|  7943 | 3.0137e+06  |   267.957       |
+-------+-------------+-----------------+
|  7944 | 3.01548e+06 |   272.856       |
+-------+-------------+-----------------+
|  7945 | 3.01726e+06 |   335.814       |
+-------+-------------+-----------------+
|  7946 | 3.01905e+06 |   450.013       |
+-------+-------------+-----------------+
|  7947 | 3.02083e+06 |   346.394       |
+-------+-------------+-----------------+
|  7948 | 3.02261e+06 |   313.081       |
+-------+-------------+-----------------+
|  7949 | 3.02439e+06 |   314.351       |
+-------+-------------+-----------------+
|  7950 | 3.02618e+06 |   270.413       |
+-------+-------------+-----------------+
|  7951 | 3.02796e+06 |   271.863       |
+-------+-------------+-----------------+
|  7952 | 3.00126e+06 |   211.678       |
+-------+-------------+-----------------+
|  7953 | 3.00304e+06 |   207.332       |
+-------+-------------+-----------------+
|  7954 | 3.00482e+06 |   286.134       |
+-------+-------------+-----------------+
|  7955 | 3.00661e+06 |   313.869       |
+-------+-------------+-----------------+
|  7956 | 3.00839e+06 |   303.884       |
+-------+-------------+-----------------+
|  7957 | 3.01017e+06 |   222.953       |
+-------+-------------+-----------------+
|  7958 | 3.01195e+06 |   184.361       |
+-------+-------------+-----------------+
|  7959 | 3.01373e+06 |   210.765       |
+-------+-------------+-----------------+
|  7960 | 3.01552e+06 |   204.661       |
+-------+-------------+-----------------+
|  7961 | 3.0173e+06  |   286.734       |
+-------+-------------+-----------------+
|  7962 | 3.01908e+06 |   311.946       |
+-------+-------------+-----------------+
|  7963 | 3.02086e+06 |   302.702       |
+-------+-------------+-----------------+
|  7964 | 3.02264e+06 |   220.768       |
+-------+-------------+-----------------+
|  7965 | 3.02443e+06 |   187.998       |
+-------+-------------+-----------------+
|  7966 | 3.02621e+06 |   209.512       |
+-------+-------------+-----------------+
|  7967 | 3.02799e+06 |   206.365       |
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|  7968 | 3.00129e+06 |   562.758       |
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|  7969 | 3.00308e+06 |   599.102       |
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|  7970 | 3.00486e+06 |  1030.61        |
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|  7971 | 3.00664e+06 |   791.639       |
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|  7972 | 3.00842e+06 |   977.998       |
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|  7973 | 3.0102e+06  |   542.064       |
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|  7974 | 3.01198e+06 |   602.913       |
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|  7975 | 3.01377e+06 |   570.173       |
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|  7976 | 3.01555e+06 |   604.256       |
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|  7977 | 3.01733e+06 |  1036.6         |
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|  7978 | 3.01911e+06 |   802.833       |
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|  7979 | 3.0209e+06  |   988.405       |
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|  7980 | 3.02268e+06 |   545.257       |
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|  7981 | 3.02446e+06 |   601.469       |
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|  7982 | 3.02624e+06 |   572.403       |
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|  7983 | 3.02802e+06 |   606.25        |
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|  7984 | 3.00133e+06 |   218.24        |
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|  7985 | 3.00311e+06 |   195.092       |
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|  7986 | 3.00489e+06 |   246.656       |
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|  7987 | 3.00667e+06 |   325.957       |
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|  7988 | 3.00845e+06 |   407.293       |
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|  7989 | 3.01024e+06 |   203.743       |
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|  7990 | 3.01202e+06 |   240.443       |
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|  7991 | 3.0138e+06  |   203.144       |
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|  7992 | 3.01558e+06 |   192.645       |
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|  7993 | 3.01736e+06 |   250.471       |
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|  7994 | 3.01915e+06 |   314.373       |
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|  7995 | 3.02093e+06 |   406.473       |
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|  7996 | 3.02271e+06 |   199.575       |
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|  7997 | 3.02449e+06 |   229.124       |
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|  7998 | 3.02627e+06 |   197.459       |
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|  7999 | 3.02806e+06 |   185.403       |
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|  8000 | 3.00136e+06 |   154.869       |
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|  8001 | 3.00314e+06 |   149.254       |
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|  8002 | 3.00492e+06 |   172.12        |
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|  8003 | 3.0067e+06  |   198.31        |
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|  8004 | 3.00849e+06 |   201.485       |
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|  8005 | 3.01027e+06 |   164.923       |
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|  8006 | 3.01205e+06 |   168.901       |
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|  8007 | 3.01383e+06 |   160.38        |
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|  8008 | 3.01562e+06 |   150.895       |
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|  8009 | 3.0174e+06  |   172.715       |
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|  8010 | 3.01918e+06 |   198.7         |
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|  8011 | 3.02096e+06 |   201.706       |
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|  8012 | 3.02274e+06 |   165.11        |
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|  8013 | 3.02452e+06 |   169.011       |
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|  8014 | 3.02631e+06 |   160.519       |
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|  8015 | 3.02809e+06 |   151.036       |
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|  8016 | 3.00139e+06 |   119.717       |
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|  8017 | 3.00317e+06 |   120.907       |
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|  8018 | 3.00496e+06 |   148.344       |
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|  8019 | 3.00674e+06 |   163.927       |
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|  8020 | 3.00852e+06 |   159.255       |
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|  8021 | 3.0103e+06  |   137.018       |
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|  8022 | 3.01208e+06 |   116.825       |
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|  8023 | 3.01387e+06 |   123.213       |
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|  8024 | 3.01565e+06 |   117.295       |
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|  8025 | 3.01743e+06 |   151.27        |
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|  8026 | 3.01921e+06 |   160.74        |
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|  8027 | 3.02099e+06 |   161.826       |
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|  8028 | 3.02278e+06 |   134.105       |
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|  8029 | 3.02456e+06 |   119.106       |
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|  8030 | 3.02634e+06 |   120.605       |
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|  8031 | 3.02812e+06 |   119.275       |
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|  8032 | 3.00142e+06 |   251.931       |
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|  8033 | 3.00321e+06 |   224.641       |
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|  8034 | 3.00499e+06 |   312.436       |
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|  8035 | 3.00677e+06 |   312.434       |
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|  8036 | 3.00855e+06 |   230.786       |
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|  8037 | 3.01034e+06 |   247.96        |
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|  8038 | 3.01212e+06 |   230.608       |
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|  8039 | 3.0139e+06  |   241.469       |
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|  8040 | 3.01568e+06 |   226.5         |
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|  8041 | 3.01746e+06 |   306.594       |
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|  8042 | 3.01924e+06 |   313.452       |
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|  8043 | 3.02103e+06 |   226.269       |
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|  8044 | 3.02281e+06 |   249.118       |
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|  8045 | 3.02459e+06 |   224.25        |
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|  8046 | 3.02637e+06 |   241.793       |
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|  8047 | 3.02816e+06 |   221.283       |
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|  8048 | 3.00146e+06 |   131.96        |
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|  8049 | 3.00324e+06 |   128.676       |
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|  8050 | 3.00502e+06 |   190.604       |
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|  8051 | 3.0068e+06  |   184.962       |
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|  8052 | 3.00859e+06 |   143.507       |
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|  8053 | 3.01037e+06 |   122.952       |
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|  8054 | 3.01215e+06 |   118.03        |
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|  8055 | 3.01393e+06 |   149.831       |
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|  8056 | 3.01571e+06 |   144.113       |
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|  8057 | 3.0175e+06  |   209.329       |
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|  8058 | 3.01928e+06 |   189.641       |
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|  8059 | 3.02106e+06 |   149.745       |
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|  8060 | 3.02284e+06 |   129.192       |
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|  8061 | 3.02462e+06 |   116.062       |
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|  8062 | 3.02641e+06 |   149.013       |
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|  8063 | 3.02819e+06 |   143.2         |
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|  8064 | 3.00149e+06 |    59.971       |
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|  8065 | 3.00327e+06 |    58.8312      |
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|  8066 | 3.00506e+06 |   112.749       |
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|  8067 | 3.00684e+06 |   113.076       |
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|  8068 | 3.00862e+06 |   130.81        |
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|  8069 | 3.0104e+06  |    84.6531      |
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|  8070 | 3.01218e+06 |    60.6091      |
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|  8071 | 3.01396e+06 |    62.1594      |
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|  8072 | 3.01575e+06 |    58.3574      |
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|  8073 | 3.01753e+06 |   112.705       |
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|  8074 | 3.01931e+06 |   112.958       |
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|  8075 | 3.02109e+06 |   130.7         |
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|  8076 | 3.02288e+06 |    84.55        |
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|  8077 | 3.02466e+06 |    60.5135      |
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|  8078 | 3.02644e+06 |    62.0567      |
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|  8079 | 3.02822e+06 |    58.2559      |
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|  8080 | 3.00152e+06 |   244.856       |
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|  8081 | 3.00331e+06 |   221.517       |
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|  8082 | 3.00509e+06 |   337.878       |
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|  8083 | 3.00687e+06 |   349.617       |
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|  8084 | 3.00865e+06 |   401.899       |
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|  8085 | 3.01043e+06 |   281.728       |
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|  8086 | 3.01222e+06 |   245.383       |
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|  8087 | 3.014e+06   |   244.888       |
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|  8088 | 3.01578e+06 |   222.6         |
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|  8089 | 3.01756e+06 |   338.774       |
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|  8090 | 3.01934e+06 |   350.284       |
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|  8091 | 3.02113e+06 |   402.047       |
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|  8092 | 3.02291e+06 |   281.881       |
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|  8093 | 3.02469e+06 |   245.269       |
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|  8095 | 3.02825e+06 |   222.745       |
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|  8097 | 3.00334e+06 |   283.062       |
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|  8098 | 3.00512e+06 |   437.853       |
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|  8099 | 3.0069e+06  |   407.068       |
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|  8100 | 3.00868e+06 |   565.822       |
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|  8101 | 3.01047e+06 |   266.468       |
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|  8102 | 3.01225e+06 |   315.117       |
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|  8103 | 3.01403e+06 |   231.579       |
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|  8104 | 3.01581e+06 |   277.988       |
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|  8113 | 3.00337e+06 |   240.036       |
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|  8114 | 3.00515e+06 |   304.878       |
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|  8116 | 3.00872e+06 |   402.475       |
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|  8117 | 3.0105e+06  |   249.87        |
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|  8118 | 3.01228e+06 |   266.092       |
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|  8121 | 3.01763e+06 |   305.682       |
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|  8122 | 3.01941e+06 |   294.589       |
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|  8123 | 3.02119e+06 |   402.75        |
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|  8124 | 3.02297e+06 |   250.151       |
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|  8125 | 3.02476e+06 |   266.368       |
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|  8127 | 3.02832e+06 |   242.953       |
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|  8129 | 3.0034e+06  |   315.045       |
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|  8134 | 3.01232e+06 |   287.189       |
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|  8139 | 3.02122e+06 |   484.54        |
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|  8140 | 3.02301e+06 |   338.965       |
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|  8141 | 3.02479e+06 |   283.916       |
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|  8142 | 3.02657e+06 |   300.9         |
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|  8143 | 3.02835e+06 |   310.529       |
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|  8144 | 3.00166e+06 |   111.061       |
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|  8146 | 3.00522e+06 |   141.141       |
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|  8148 | 3.00878e+06 |   135.532       |
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|  8151 | 3.01413e+06 |   103.677       |
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|  8153 | 3.01769e+06 |   142.285       |
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|  8154 | 3.01948e+06 |   133.586       |
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|  8155 | 3.02126e+06 |   137.484       |
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|  8156 | 3.02304e+06 |   114.794       |
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|  8158 | 3.0266e+06  |   101.926       |
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|  8162 | 3.00525e+06 |   329.262       |
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|  8163 | 3.00704e+06 |   304.489       |
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|  8164 | 3.00882e+06 |   333.245       |
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|  8165 | 3.0106e+06  |   220.078       |
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|  8166 | 3.01238e+06 |   212.74        |
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|  8167 | 3.01416e+06 |   182.778       |
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|  8169 | 3.01773e+06 |   332.094       |
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|  8171 | 3.02129e+06 |   331.373       |
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|  8172 | 3.02307e+06 |   220.737       |
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|  8173 | 3.02486e+06 |   211.523       |
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|  8174 | 3.02664e+06 |   182.46        |
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|  8175 | 3.02842e+06 |   219.444       |
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|  8176 | 3.00172e+06 |    87.5409      |
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|  8177 | 3.0035e+06  |    84.3185      |
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|  8178 | 3.00529e+06 |   121.578       |
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|  8179 | 3.00707e+06 |    96.3556      |
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|  8180 | 3.00885e+06 |   114.377       |
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|  8181 | 3.01063e+06 |    92.1128      |
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|  8182 | 3.01241e+06 |    86.8956      |
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|  8183 | 3.0142e+06  |    83.3532      |
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|  8184 | 3.01598e+06 |    85.1788      |
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|  8185 | 3.01776e+06 |   121.195       |
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|  8186 | 3.01954e+06 |    95.0034      |
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|  8187 | 3.02132e+06 |   113.076       |
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|  8188 | 3.02311e+06 |    91.2896      |
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|  8189 | 3.02489e+06 |    85.6592      |
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|  8190 | 3.02667e+06 |    82.1791      |
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|  8191 | 3.02845e+06 |    84.0844      |
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|  8192 | 3.00176e+06 |   128.691       |
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|  8193 | 3.00354e+06 |   162.002       |
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|  8194 | 3.00532e+06 |   204.399       |
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|  8195 | 3.0071e+06  |   213.366       |
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|  8196 | 3.00888e+06 |   224.994       |
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|  8197 | 3.01066e+06 |   176.724       |
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|  8198 | 3.01245e+06 |   175.731       |
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|  8199 | 3.01423e+06 |   134.475       |
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|  8200 | 3.01601e+06 |   152.79        |
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|  8201 | 3.01779e+06 |   211.981       |
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|  8202 | 3.01958e+06 |   209.315       |
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|  8203 | 3.02136e+06 |   226.647       |
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|  8204 | 3.02314e+06 |   176.206       |
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|  8205 | 3.02492e+06 |   174.59        |
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|  8206 | 3.0267e+06  |   132.786       |
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|  8207 | 3.02848e+06 |   153.304       |
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|  8208 | 3.00179e+06 |   206.411       |
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|  8209 | 3.00357e+06 |   214.281       |
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|  8210 | 3.00535e+06 |   267.078       |
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|  8211 | 3.00713e+06 |   246.638       |
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|  8212 | 3.00892e+06 |   252.578       |
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|  8213 | 3.0107e+06  |   232.582       |
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|  8214 | 3.01248e+06 |   222.768       |
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|  8215 | 3.01426e+06 |   205.33        |
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|  8216 | 3.01604e+06 |   213.78        |
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|  8217 | 3.01783e+06 |   266.753       |
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|  8218 | 3.01961e+06 |   246.195       |
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|  8219 | 3.02139e+06 |   252.315       |
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|  8220 | 3.02317e+06 |   232.227       |
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|  8221 | 3.02495e+06 |   222.518       |
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|  8222 | 3.02674e+06 |   205.077       |
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|  8223 | 3.02852e+06 |   213.526       |
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|  8224 | 3.00182e+06 |    73.6803      |
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|  8225 | 3.0036e+06  |    85.3622      |
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|  8226 | 3.00538e+06 |   118.134       |
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|  8227 | 3.00717e+06 |   119.987       |
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|  8228 | 3.00895e+06 |   112.629       |
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|  8229 | 3.01073e+06 |    98.6549      |
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|  8230 | 3.01251e+06 |    88.4192      |
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|  8231 | 3.0143e+06  |    75.6113      |
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|  8232 | 3.01608e+06 |    88.5604      |
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|  8233 | 3.01786e+06 |   122.502       |
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|  8234 | 3.01964e+06 |   118.996       |
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|  8235 | 3.02142e+06 |   111.271       |
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|  8236 | 3.0232e+06  |    96.8845      |
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|  8237 | 3.02499e+06 |    92.4341      |
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|  8238 | 3.02677e+06 |    75.7477      |
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|  8239 | 3.02855e+06 |    88.0276      |
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|  8240 | 3.00185e+06 |   153.734       |
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|  8241 | 3.00364e+06 |   158.646       |
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|  8242 | 3.00542e+06 |   226.357       |
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|  8243 | 3.0072e+06  |   219.528       |
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|  8244 | 3.00898e+06 |   245.976       |
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|  8245 | 3.01076e+06 |   175.073       |
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|  8246 | 3.01255e+06 |   209.316       |
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|  8247 | 3.01433e+06 |   158.207       |
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|  8248 | 3.01611e+06 |   152.136       |
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|  8249 | 3.01789e+06 |   234.977       |
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|  8250 | 3.01967e+06 |   210.981       |
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|  8251 | 3.02146e+06 |   248.257       |
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|  8252 | 3.02324e+06 |   169.04        |
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|  8253 | 3.02502e+06 |   210.671       |
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|  8254 | 3.0268e+06  |   152.041       |
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|  8255 | 3.02858e+06 |   154.092       |
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|  8256 | 3.00189e+06 |   168.565       |
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|  8257 | 3.00367e+06 |   154.405       |
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|  8258 | 3.00545e+06 |   177.34        |
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|  8259 | 3.00723e+06 |   172.98        |
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|  8260 | 3.00902e+06 |   146.136       |
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|  8261 | 3.0108e+06  |   164.036       |
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|  8262 | 3.01258e+06 |   149.01        |
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|  8263 | 3.01436e+06 |   165.918       |
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|  8264 | 3.01614e+06 |   154.616       |
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|  8265 | 3.01792e+06 |   177.853       |
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|  8266 | 3.01971e+06 |   173.241       |
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|  8267 | 3.02149e+06 |   146.156       |
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|  8268 | 3.02327e+06 |   163.99        |
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|  8269 | 3.02505e+06 |   148.937       |
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|  8270 | 3.02684e+06 |   165.871       |
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|  8271 | 3.02862e+06 |   154.578       |
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|  8272 | 3.00192e+06 |   127.185       |
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|  8273 | 3.0037e+06  |   132.854       |
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|  8274 | 3.00548e+06 |   178.643       |
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|  8275 | 3.00727e+06 |   207.097       |
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|  8276 | 3.00905e+06 |   181.41        |
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|  8277 | 3.01083e+06 |   141.073       |
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|  8278 | 3.01261e+06 |   122.122       |
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|  8279 | 3.01439e+06 |   127.681       |
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|  8280 | 3.01618e+06 |   132.678       |
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|  8281 | 3.01796e+06 |   178.149       |
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|  8282 | 3.01974e+06 |   206.559       |
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|  8283 | 3.02152e+06 |   180.808       |
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|  8284 | 3.0233e+06  |   140.444       |
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|  8285 | 3.02509e+06 |   121.528       |
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|  8286 | 3.02687e+06 |   127.089       |
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|  8287 | 3.02865e+06 |   132.085       |
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|  8288 | 3.00195e+06 |   158.876       |
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|  8289 | 3.00374e+06 |   144.745       |
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|  8290 | 3.00552e+06 |   192.448       |
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|  8291 | 3.0073e+06  |   272.845       |
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|  8292 | 3.00908e+06 |   243.544       |
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|  8293 | 3.01086e+06 |   173.692       |
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|  8294 | 3.01264e+06 |   173.668       |
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|  8295 | 3.01443e+06 |   162.183       |
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|  8296 | 3.01621e+06 |   161.673       |
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|  8297 | 3.01799e+06 |   201.935       |
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|  8298 | 3.01977e+06 |   264.342       |
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|  8299 | 3.02156e+06 |   238.4         |
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|  8300 | 3.02334e+06 |   179.102       |
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|  8301 | 3.02512e+06 |   179.701       |
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|  8302 | 3.0269e+06  |   160.417       |
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|  8303 | 3.02868e+06 |   158.387       |
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|  8304 | 3.00199e+06 |   166.564       |
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|  8305 | 3.00377e+06 |   152.957       |
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|  8306 | 3.00555e+06 |   233.934       |
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|  8307 | 3.00733e+06 |   270.924       |
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|  8308 | 3.00911e+06 |   289.285       |
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|  8309 | 3.0109e+06  |   176.69        |
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|  8310 | 3.01268e+06 |   153.167       |
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|  8311 | 3.01446e+06 |   159.098       |
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|  8312 | 3.01624e+06 |   162.748       |
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|  8313 | 3.01802e+06 |   242.032       |
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|  8314 | 3.01981e+06 |   269.024       |
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|  8315 | 3.02159e+06 |   277.653       |
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|  8316 | 3.02337e+06 |   174.559       |
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|  8317 | 3.02515e+06 |   157.688       |
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|  8318 | 3.02693e+06 |   159.998       |
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|  8319 | 3.02872e+06 |   161.131       |
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|  8320 | 3.00202e+06 |   219.578       |
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|  8321 | 3.0038e+06  |   201.394       |
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|  8322 | 3.00558e+06 |   319.804       |
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|  8323 | 3.00736e+06 |   293.909       |
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|  8324 | 3.00915e+06 |   280.602       |
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|  8325 | 3.01093e+06 |   277.707       |
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|  8326 | 3.01271e+06 |   256.966       |
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|  8327 | 3.01449e+06 |   217.315       |
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|  8328 | 3.01628e+06 |   195.771       |
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|  8329 | 3.01806e+06 |   314.272       |
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|  8330 | 3.01984e+06 |   289.201       |
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|  8331 | 3.02162e+06 |   276.386       |
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|  8332 | 3.0234e+06  |   273.613       |
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|  8333 | 3.02518e+06 |   252.856       |
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|  8334 | 3.02697e+06 |   213.147       |
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|  8335 | 3.02875e+06 |   191.575       |
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|  8336 | 3.00205e+06 |   183.016       |
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|  8337 | 3.00383e+06 |   177.719       |
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|  8338 | 3.00562e+06 |   235.902       |
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|  8339 | 3.0074e+06  |   269.571       |
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|  8340 | 3.00918e+06 |   323.576       |
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|  8341 | 3.01096e+06 |   194.541       |
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|  8342 | 3.01274e+06 |   164.792       |
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|  8343 | 3.01453e+06 |   174.001       |
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|  8344 | 3.01631e+06 |   168.597       |
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|  8345 | 3.01809e+06 |   231.262       |
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|  8346 | 3.01987e+06 |   267.262       |
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|  8347 | 3.02165e+06 |   321.817       |
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|  8348 | 3.02344e+06 |   192.721       |
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|  8349 | 3.02522e+06 |   162.851       |
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|  8350 | 3.027e+06   |   172.025       |
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|  8351 | 3.02878e+06 |   166.612       |
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|  8352 | 3.00208e+06 |   187.247       |
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|  8353 | 3.00387e+06 |   163.541       |
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|  8354 | 3.00565e+06 |   202.632       |
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|  8355 | 3.00743e+06 |   221.574       |
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|  8356 | 3.00921e+06 |   214.289       |
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|  8357 | 3.011e+06   |   176.895       |
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|  8358 | 3.01278e+06 |   164.677       |
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|  8359 | 3.01456e+06 |   179.059       |
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|  8360 | 3.01634e+06 |   163.895       |
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|  8361 | 3.01812e+06 |   204.788       |
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|  8362 | 3.0199e+06  |   223.128       |
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|  8363 | 3.02169e+06 |   214.979       |
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|  8364 | 3.02347e+06 |   177.117       |
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|  8365 | 3.02525e+06 |   164.768       |
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|  8366 | 3.02703e+06 |   179.184       |
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|  8367 | 3.02882e+06 |   164.063       |
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|  8368 | 3.00212e+06 |   231.416       |
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|  8369 | 3.0039e+06  |   244.866       |
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|  8370 | 3.00568e+06 |   313.526       |
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|  8371 | 3.00746e+06 |   306.547       |
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|  8372 | 3.00925e+06 |   347.051       |
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|  8373 | 3.01103e+06 |   277.697       |
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|  8374 | 3.01281e+06 |   247.338       |
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|  8375 | 3.01459e+06 |   232.091       |
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|  8376 | 3.01637e+06 |   243.731       |
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|  8377 | 3.01816e+06 |   316.31        |
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|  8378 | 3.01994e+06 |   305.48        |
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|  8379 | 3.02172e+06 |   354.099       |
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|  8380 | 3.0235e+06  |   279.007       |
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|  8381 | 3.02528e+06 |   248.375       |
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|  8382 | 3.02707e+06 |   230.59        |
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|  8383 | 3.02885e+06 |   244.429       |
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|  8384 | 3.00215e+06 |   492.82        |
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|  8385 | 3.00393e+06 |   508.21        |
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|  8386 | 3.00572e+06 |   798.796       |
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|  8387 | 3.0075e+06  |   864.661       |
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|  8388 | 3.00928e+06 |   848.509       |
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|  8389 | 3.01106e+06 |   523.892       |
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|  8390 | 3.01284e+06 |   441.374       |
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|  8391 | 3.01462e+06 |   488.958       |
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|  8392 | 3.01641e+06 |   508.407       |
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|  8393 | 3.01819e+06 |   808.42        |
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|  8394 | 3.01997e+06 |   888.878       |
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|  8395 | 3.02175e+06 |   871.454       |
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|  8396 | 3.02354e+06 |   529.518       |
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|  8397 | 3.02532e+06 |   439.364       |
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|  8398 | 3.0271e+06  |   489.664       |
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|  8399 | 3.02888e+06 |   509.679       |
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|  8400 | 3.00218e+06 |   578.315       |
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|  8401 | 3.00397e+06 |   570.807       |
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|  8402 | 3.00575e+06 |   958.626       |
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|  8403 | 3.00753e+06 |  1073.63        |
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|  8404 | 3.00931e+06 |  1103.53        |
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|  8405 | 3.01109e+06 |   664.731       |
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|  8406 | 3.01288e+06 |   547.785       |
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|  8407 | 3.01466e+06 |   575.616       |
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|  8408 | 3.01644e+06 |   588.504       |
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|  8409 | 3.01822e+06 |   964.207       |
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|  8410 | 3.02e+06    |  1074.11        |
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|  8411 | 3.02179e+06 |  1104.72        |
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|  8412 | 3.02357e+06 |   665.951       |
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|  8413 | 3.02535e+06 |   548.86        |
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|  8414 | 3.02713e+06 |   577.009       |
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|  8415 | 3.02891e+06 |   589.935       |
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|  8416 | 3.00222e+06 |   609           |
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|  8417 | 3.004e+06   |   693.263       |
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|  8418 | 3.00578e+06 |   979.001       |
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|  8419 | 3.00756e+06 |  1310.41        |
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|  8420 | 3.00934e+06 |  1307.72        |
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|  8421 | 3.01113e+06 |   732.947       |
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|  8422 | 3.01291e+06 |   622.093       |
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|  8423 | 3.01469e+06 |   608.373       |
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|  8424 | 3.01647e+06 |   691.543       |
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|  8425 | 3.01826e+06 |   985.929       |
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|  8426 | 3.02004e+06 |  1304.19        |
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|  8427 | 3.02182e+06 |  1304.47        |
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|  8428 | 3.0236e+06  |   735.74        |
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|  8429 | 3.02538e+06 |   625.466       |
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|  8430 | 3.02716e+06 |   609.766       |
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|  8431 | 3.02895e+06 |   692.966       |
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|  8432 | 3.00225e+06 |   538.083       |
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|  8433 | 3.00403e+06 |   523.729       |
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|  8434 | 3.00581e+06 |   854.794       |
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|  8435 | 3.0076e+06  |   936.255       |
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|  8436 | 3.00938e+06 |   991.791       |
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|  8437 | 3.01116e+06 |   612.207       |
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|  8438 | 3.01294e+06 |   479.111       |
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|  8439 | 3.01472e+06 |   520.038       |
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|  8440 | 3.01651e+06 |   517.798       |
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|  8441 | 3.01829e+06 |   850.94        |
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|  8442 | 3.02007e+06 |   945.025       |
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|  8443 | 3.02185e+06 |  1001.43        |
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|  8444 | 3.02363e+06 |   611.783       |
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|  8445 | 3.02542e+06 |   475.074       |
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|  8446 | 3.0272e+06  |   520.638       |
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|  8447 | 3.02898e+06 |   518.911       |
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|  8448 | 3.00228e+06 |   482.808       |
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|  8449 | 3.00406e+06 |   527.766       |
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|  8450 | 3.00585e+06 |   815.841       |
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|  8451 | 3.00763e+06 |  1023.1         |
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|  8452 | 3.00941e+06 |  1099.62        |
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|  8453 | 3.01119e+06 |   609.188       |
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|  8454 | 3.01298e+06 |   453.427       |
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|  8455 | 3.01476e+06 |   486.947       |
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|  8456 | 3.01654e+06 |   529.478       |
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|  8457 | 3.01832e+06 |   815.466       |
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|  8458 | 3.0201e+06  |  1023.71        |
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|  8459 | 3.02188e+06 |  1100.15        |
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|  8460 | 3.02367e+06 |   609.283       |
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|  8461 | 3.02545e+06 |   453.513       |
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|  8462 | 3.02723e+06 |   487.114       |
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|  8463 | 3.02901e+06 |   529.64        |
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|  8464 | 3.00232e+06 |   410.657       |
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|  8465 | 3.0041e+06  |   397.595       |
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|  8466 | 3.00588e+06 |   598.97        |
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|  8467 | 3.00766e+06 |   601.761       |
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|  8468 | 3.00944e+06 |   627.74        |
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|  8469 | 3.01123e+06 |   437.123       |
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|  8470 | 3.01301e+06 |   371.906       |
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|  8471 | 3.01479e+06 |   408.61        |
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|  8472 | 3.01657e+06 |   396.617       |
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|  8473 | 3.01835e+06 |   597.303       |
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|  8474 | 3.02014e+06 |   591.396       |
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|  8475 | 3.02192e+06 |   619.182       |
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|  8476 | 3.0237e+06  |   435.806       |
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|  8477 | 3.02548e+06 |   372.22        |
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|  8478 | 3.02726e+06 |   408.13        |
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|  8479 | 3.02905e+06 |   396.055       |
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|  8480 | 3.00235e+06 |   198.126       |
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|  8481 | 3.00413e+06 |   189.141       |
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|  8482 | 3.00591e+06 |   261.126       |
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|  8483 | 3.0077e+06  |   248.186       |
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|  8484 | 3.00948e+06 |   264.21        |
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|  8485 | 3.01126e+06 |   219.499       |
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|  8486 | 3.01304e+06 |   193.403       |
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|  8487 | 3.01482e+06 |   192.549       |
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|  8488 | 3.0166e+06  |   190.787       |
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|  8489 | 3.01839e+06 |   257.694       |
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|  8490 | 3.02017e+06 |   252.802       |
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|  8491 | 3.02195e+06 |   261.514       |
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|  8492 | 3.02373e+06 |   222.067       |
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|  8493 | 3.02552e+06 |   190.368       |
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|  8494 | 3.0273e+06  |   195.146       |
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|  8495 | 3.02908e+06 |   188.602       |
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|  8496 | 3.00238e+06 |   407.462       |
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|  8497 | 3.00416e+06 |   408.865       |
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|  8498 | 3.00595e+06 |   564.282       |
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|  8499 | 3.00773e+06 |   694.86        |
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|  8500 | 3.00951e+06 |   680.34        |
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|  8501 | 3.01129e+06 |   449.349       |
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|  8502 | 3.01307e+06 |   360.409       |
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|  8503 | 3.01486e+06 |   398.007       |
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|  8504 | 3.01664e+06 |   414.85        |
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|  8505 | 3.01842e+06 |   566.237       |
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|  8506 | 3.0202e+06  |   696.802       |
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|  8507 | 3.02198e+06 |   682.501       |
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|  8508 | 3.02377e+06 |   450.246       |
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|  8509 | 3.02555e+06 |   359.799       |
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|  8510 | 3.02733e+06 |   398.217       |
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|  8511 | 3.02911e+06 |   415.255       |
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|  8512 | 3.00242e+06 |   221.461       |
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|  8513 | 3.0042e+06  |   204.652       |
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|  8514 | 3.00598e+06 |   358.027       |
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|  8515 | 3.00776e+06 |   291.061       |
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|  8516 | 3.00954e+06 |   316.568       |
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|  8517 | 3.01132e+06 |   241.287       |
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|  8518 | 3.01311e+06 |   193.533       |
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|  8519 | 3.01489e+06 |   226.153       |
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|  8520 | 3.01667e+06 |   200.111       |
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|  8521 | 3.01845e+06 |   363.682       |
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|  8522 | 3.02024e+06 |   286.508       |
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|  8523 | 3.02202e+06 |   321.206       |
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|  8524 | 3.0238e+06  |   238.041       |
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|  8525 | 3.02558e+06 |   197.834       |
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|  8526 | 3.02736e+06 |   223.255       |
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|  8527 | 3.02914e+06 |   203.83        |
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|  8528 | 3.00245e+06 |   271.328       |
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|  8529 | 3.00423e+06 |   244.591       |
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|  8530 | 3.00601e+06 |   351.308       |
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|  8531 | 3.00779e+06 |   376.742       |
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|  8532 | 3.00958e+06 |   397.566       |
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|  8533 | 3.01136e+06 |   272.511       |
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|  8534 | 3.01314e+06 |   266.106       |
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|  8535 | 3.01492e+06 |   267.287       |
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|  8536 | 3.0167e+06  |   241.451       |
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|  8537 | 3.01849e+06 |   349.63        |
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|  8538 | 3.02027e+06 |   372.564       |
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|  8539 | 3.02205e+06 |   394.13        |
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|  8540 | 3.02383e+06 |   268.758       |
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|  8541 | 3.02561e+06 |   263.075       |
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|  8542 | 3.0274e+06  |   264.003       |
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|  8543 | 3.02918e+06 |   238.336       |
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|  8544 | 3.00248e+06 |   198.349       |
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|  8545 | 3.00426e+06 |   193.832       |
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|  8546 | 3.00604e+06 |   254.659       |
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|  8547 | 3.00783e+06 |   276.124       |
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|  8548 | 3.00961e+06 |   282.501       |
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|  8549 | 3.01139e+06 |   160.681       |
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|  8550 | 3.01317e+06 |   149.597       |
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|  8551 | 3.01496e+06 |   196.874       |
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|  8552 | 3.01674e+06 |   192.534       |
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|  8553 | 3.01852e+06 |   253.334       |
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|  8554 | 3.0203e+06  |   274.828       |
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|  8555 | 3.02208e+06 |   281.181       |
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|  8556 | 3.02386e+06 |   159.349       |
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|  8557 | 3.02565e+06 |   148.269       |
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|  8558 | 3.02743e+06 |   195.541       |
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|  8559 | 3.02921e+06 |   191.202       |
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|  8560 | 3.00251e+06 |   160.862       |
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|  8561 | 3.0043e+06  |   161.001       |
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|  8562 | 3.00608e+06 |   253.243       |
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|  8563 | 3.00786e+06 |   244.145       |
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|  8564 | 3.00964e+06 |   297.816       |
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|  8565 | 3.01142e+06 |   201.715       |
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|  8566 | 3.01321e+06 |   186.955       |
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|  8567 | 3.01499e+06 |   153.423       |
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|  8568 | 3.01677e+06 |   158.824       |
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|  8569 | 3.01855e+06 |   253.353       |
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|  8570 | 3.02033e+06 |   241.847       |
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|  8571 | 3.02212e+06 |   295.024       |
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|  8572 | 3.0239e+06  |   199.73        |
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|  8573 | 3.02568e+06 |   183.823       |
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|  8574 | 3.02746e+06 |   150.623       |
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|  8575 | 3.02924e+06 |   156.239       |
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|  8576 | 3.00255e+06 |   279.933       |
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|  8577 | 3.00433e+06 |   271.547       |
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|  8578 | 3.00611e+06 |   407.087       |
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|  8579 | 3.00789e+06 |   447.539       |
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|  8580 | 3.00968e+06 |   494.728       |
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|  8581 | 3.01146e+06 |   322.341       |
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|  8582 | 3.01324e+06 |   293.681       |
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|  8583 | 3.01502e+06 |   280.791       |
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|  8584 | 3.0168e+06  |   275.475       |
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|  8585 | 3.01858e+06 |   407.774       |
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|  8586 | 3.02037e+06 |   446.751       |
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|  8587 | 3.02215e+06 |   493.513       |
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|  8588 | 3.02393e+06 |   321.163       |
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|  8589 | 3.02571e+06 |   292.587       |
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|  8590 | 3.0275e+06  |   279.89        |
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|  8591 | 3.02928e+06 |   274.583       |
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|  8592 | 3.00258e+06 |   205.586       |
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|  8593 | 3.00436e+06 |   177.103       |
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|  8594 | 3.00614e+06 |   230.564       |
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|  8595 | 3.00793e+06 |   197.637       |
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|  8596 | 3.00971e+06 |   195.715       |
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|  8597 | 3.01149e+06 |   215.914       |
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|  8598 | 3.01327e+06 |   197.598       |
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|  8599 | 3.01505e+06 |   210.502       |
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|  8600 | 3.01684e+06 |   178.253       |
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|  8601 | 3.01862e+06 |   229.476       |
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|  8602 | 3.0204e+06  |   197.287       |
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|  8603 | 3.02218e+06 |   195.126       |
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|  8604 | 3.02396e+06 |   216.507       |
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|  8605 | 3.02575e+06 |   197.654       |
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|  8606 | 3.02753e+06 |   210.813       |
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|  8607 | 3.02931e+06 |   178.646       |
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|  8608 | 3.00261e+06 |   264.624       |
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|  8609 | 3.0044e+06  |   247.636       |
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|  8610 | 3.00618e+06 |   370.501       |
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|  8611 | 3.00796e+06 |   393.403       |
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|  8612 | 3.00974e+06 |   380.314       |
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|  8613 | 3.01152e+06 |   264.793       |
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|  8614 | 3.0133e+06  |   237.628       |
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|  8615 | 3.01509e+06 |   260.458       |
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|  8616 | 3.01687e+06 |   250.863       |
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|  8617 | 3.01865e+06 |   369.924       |
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|  8618 | 3.02043e+06 |   392.262       |
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|  8619 | 3.02222e+06 |   379.383       |
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|  8620 | 3.024e+06   |   264.654       |
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|  8621 | 3.02578e+06 |   237.813       |
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|  8622 | 3.02756e+06 |   260.336       |
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|  8623 | 3.02934e+06 |   250.674       |
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|  8624 | 3.00265e+06 |   439.896       |
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|  8625 | 3.00443e+06 |   464.603       |
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|  8626 | 3.00621e+06 |   664.973       |
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|  8627 | 3.00799e+06 |   653.928       |
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|  8628 | 3.00977e+06 |   705.71        |
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|  8629 | 3.01156e+06 |   528.446       |
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|  8630 | 3.01334e+06 |   503.223       |
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|  8631 | 3.01512e+06 |   438.394       |
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|  8632 | 3.0169e+06  |   464.135       |
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|  8633 | 3.01868e+06 |   671.175       |
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|  8634 | 3.02047e+06 |   627.588       |
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|  8635 | 3.02225e+06 |   671.155       |
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|  8636 | 3.02403e+06 |   526.543       |
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|  8637 | 3.02581e+06 |   505.744       |
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|  8638 | 3.02759e+06 |   433.797       |
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|  8639 | 3.02938e+06 |   459.316       |
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|  8640 | 3.0009e+06  |   162.994       |
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|  8641 | 3.00268e+06 |   130.323       |
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|  8642 | 3.00446e+06 |   142.013       |
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|  8643 | 3.00624e+06 |   150.756       |
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|  8644 | 3.00803e+06 |    75.2611      |
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|  8645 | 3.00981e+06 |   152.505       |
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|  8646 | 3.01159e+06 |   140.412       |
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|  8647 | 3.01337e+06 |   162.279       |
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|  8648 | 3.01515e+06 |   131.124       |
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|  8649 | 3.01694e+06 |   141.238       |
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|  8650 | 3.01872e+06 |   151.431       |
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|  8651 | 3.0205e+06  |    74.5945      |
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|  8652 | 3.02228e+06 |   153.089       |
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|  8653 | 3.02406e+06 |   139.835       |
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|  8654 | 3.02585e+06 |   162.777       |
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|  8655 | 3.02763e+06 |   130.624       |
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|  8656 | 3.00093e+06 |    38.6857      |
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|  8657 | 3.00271e+06 |    37.3227      |
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|  8658 | 3.0045e+06  |    48.361       |
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|  8659 | 3.00628e+06 |    68.1716      |
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|  8660 | 3.00806e+06 |    72.9634      |
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|  8662 | 3.01162e+06 |    52.3344      |
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|  8663 | 3.0134e+06  |    45.0639      |
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|  8664 | 3.01519e+06 |    36.3005      |
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|  8665 | 3.01697e+06 |    47.3654      |
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|  8666 | 3.01875e+06 |    65.6767      |
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|  8667 | 3.02053e+06 |    72.6057      |
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|  8668 | 3.02232e+06 |    76.4534      |
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|  8669 | 3.0241e+06  |    51.7304      |
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|  8670 | 3.02588e+06 |    45.013       |
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|  8672 | 3.00096e+06 |   237.591       |
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|  8673 | 3.00275e+06 |   222.399       |
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|  8674 | 3.00453e+06 |   343.087       |
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|  8675 | 3.00631e+06 |   260.654       |
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|  8676 | 3.00809e+06 |   340.692       |
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|  8677 | 3.00987e+06 |   344.944       |
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|  8678 | 3.01166e+06 |   356.658       |
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|  8679 | 3.01344e+06 |   241.822       |
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|  8680 | 3.01522e+06 |   243.788       |
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|  8681 | 3.017e+06   |   351.542       |
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|  8682 | 3.01878e+06 |   269.566       |
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|  8683 | 3.02057e+06 |   350.413       |
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|  8684 | 3.02235e+06 |   355.539       |
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|  8685 | 3.02413e+06 |   359.888       |
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|  8686 | 3.02591e+06 |   250.754       |
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|  8687 | 3.02769e+06 |   253.032       |
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|  8688 | 3.001e+06   |    55.0935      |
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|  8689 | 3.00278e+06 |    74.559       |
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|  8690 | 3.00456e+06 |    62.4628      |
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|  8691 | 3.00634e+06 |    84.2631      |
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|  8692 | 3.00812e+06 |    87.5471      |
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|  8693 | 3.00991e+06 |   105.019       |
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|  8694 | 3.01169e+06 |    59.9338      |
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|  8695 | 3.01347e+06 |    54.7256      |
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|  8696 | 3.01525e+06 |    76.8885      |
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|  8697 | 3.01704e+06 |    62.8377      |
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|  8698 | 3.01882e+06 |    84.6791      |
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|  8699 | 3.0206e+06  |    85.8331      |
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|  8700 | 3.02238e+06 |   105.6         |
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|  8701 | 3.02416e+06 |    60.1059      |
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|  8702 | 3.02594e+06 |    55.4287      |
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|  8703 | 3.02773e+06 |    77.276       |
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|  8705 | 3.00281e+06 |    36.5526      |
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|  8708 | 3.00816e+06 |    72.318       |
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|  8709 | 3.00994e+06 |    70.5494      |
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|  8710 | 3.01172e+06 |    38.8119      |
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|  8711 | 3.0135e+06  |    58.9931      |
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|  8712 | 3.01529e+06 |    38.2609      |
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|  8713 | 3.01707e+06 |    50.5913      |
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|  8714 | 3.01885e+06 |    65.1759      |
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|  8715 | 3.02063e+06 |    72.4787      |
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|  8716 | 3.02241e+06 |    70.6957      |
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|  8717 | 3.0242e+06  |    38.9709      |
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|  8718 | 3.02598e+06 |    59.1473      |
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|  8719 | 3.02776e+06 |    38.4144      |
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|  8720 | 3.00106e+06 |    40.1556      |
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|  8721 | 3.00284e+06 |    40.1522      |
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|  8722 | 3.00463e+06 |    51.0357      |
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|  8723 | 3.00641e+06 |    59.7752      |
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|  8724 | 3.00819e+06 |    60.6506      |
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|  8725 | 3.00997e+06 |    56.0849      |
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|  8726 | 3.01176e+06 |    42.1854      |
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|  8727 | 3.01354e+06 |    36.4564      |
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|  8728 | 3.01532e+06 |    40.9549      |
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|  8729 | 3.0171e+06  |    49.8855      |
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|  8730 | 3.01888e+06 |    59.2843      |
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|  8731 | 3.02066e+06 |    58.3875      |
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|  8732 | 3.02245e+06 |    54.5276      |
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|  8733 | 3.02423e+06 |    42.9693      |
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|  8734 | 3.02601e+06 |    37.4248      |
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|  8735 | 3.02779e+06 |    41.656       |
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|  8736 | 3.0011e+06  |    88.5064      |
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|  8737 | 3.00288e+06 |    84.0711      |
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|  8738 | 3.00466e+06 |    87.9898      |
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|  8739 | 3.00644e+06 |    98.014       |
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|  8740 | 3.00822e+06 |    94.5799      |
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|  8741 | 3.01001e+06 |   151.423       |
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|  8742 | 3.01179e+06 |    91.8443      |
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|  8743 | 3.01357e+06 |    85.9988      |
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|  8744 | 3.01535e+06 |    86.2619      |
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|  8745 | 3.01713e+06 |    86.3991      |
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|  8746 | 3.01892e+06 |    99.9206      |
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|  8747 | 3.0207e+06  |    93.4314      |
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|  8748 | 3.02248e+06 |   152.904       |
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|  8749 | 3.02426e+06 |    91.0044      |
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|  8750 | 3.02604e+06 |    87.089       |
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|  8751 | 3.02783e+06 |    85.8018      |
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|  8752 | 3.00113e+06 |   142.455       |
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|  8753 | 3.00291e+06 |   161.942       |
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|  8754 | 3.00469e+06 |   158.333       |
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|  8755 | 3.00648e+06 |   187.845       |
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|  8756 | 3.00826e+06 |   241.375       |
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|  8757 | 3.01004e+06 |   336.15        |
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|  8758 | 3.01182e+06 |   108.571       |
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|  8759 | 3.0136e+06  |   129.596       |
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|  8760 | 3.01538e+06 |   148.792       |
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|  8761 | 3.01717e+06 |   148.823       |
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|  8762 | 3.01895e+06 |   177.275       |
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|  8763 | 3.02073e+06 |   226.166       |
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|  8764 | 3.02251e+06 |   334.785       |
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|  8765 | 3.0243e+06  |   100.596       |
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|  8766 | 3.02608e+06 |   130.304       |
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|  8767 | 3.02786e+06 |   150.213       |
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|  8768 | 3.00116e+06 |   180.751       |
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|  8769 | 3.00294e+06 |   176.416       |
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|  8770 | 3.00473e+06 |   181.141       |
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|  8771 | 3.00651e+06 |   223.749       |
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|  8772 | 3.00829e+06 |   278.986       |
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|  8773 | 3.01007e+06 |   363.758       |
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|  8774 | 3.01185e+06 |   189.966       |
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|  8775 | 3.01364e+06 |   147.579       |
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|  8776 | 3.01542e+06 |   159.738       |
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|  8777 | 3.0172e+06  |   177.422       |
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|  8778 | 3.01898e+06 |   223.94        |
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|  8779 | 3.02076e+06 |   278.634       |
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|  8780 | 3.02255e+06 |   357.086       |
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|  8781 | 3.02433e+06 |   189.9         |
+-------+-------------+-----------------+
|  8782 | 3.02611e+06 |   149.446       |
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|  8783 | 3.02789e+06 |   160.401       |
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|  8784 | 3.0012e+06  |   111.295       |
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|  8785 | 3.00298e+06 |   124.067       |
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|  8786 | 3.00476e+06 |   137.291       |
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|  8787 | 3.00654e+06 |   240.524       |
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|  8788 | 3.00832e+06 |   264.161       |
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|  8789 | 3.0101e+06  |   240.937       |
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|  8790 | 3.01189e+06 |   144.644       |
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|  8791 | 3.01367e+06 |   109.426       |
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|  8792 | 3.01545e+06 |   123.194       |
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|  8793 | 3.01723e+06 |   136.654       |
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|  8794 | 3.01902e+06 |   237.693       |
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|  8795 | 3.0208e+06  |   262.527       |
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|  8796 | 3.02258e+06 |   240.811       |
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|  8797 | 3.02436e+06 |   144.717       |
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|  8798 | 3.02614e+06 |   108.689       |
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|  8799 | 3.02792e+06 |   122.434       |
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|  8800 | 3.00123e+06 |    54.7553      |
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|  8801 | 3.00301e+06 |    57.5437      |
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|  8802 | 3.00479e+06 |    63.0026      |
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|  8803 | 3.00657e+06 |    85.3155      |
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|  8804 | 3.00836e+06 |    86.7735      |
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|  8805 | 3.01014e+06 |    91.0452      |
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|  8806 | 3.01192e+06 |    66.0606      |
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|  8807 | 3.0137e+06  |    52.3959      |
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|  8808 | 3.01548e+06 |    61.0214      |
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|  8809 | 3.01727e+06 |    60.0054      |
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|  8810 | 3.01905e+06 |    88.2639      |
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|  8811 | 3.02083e+06 |    83.75        |
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|  8812 | 3.02261e+06 |    93.9468      |
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|  8813 | 3.02439e+06 |    63.1011      |
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|  8814 | 3.02618e+06 |    55.3408      |
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|  8815 | 3.02796e+06 |    58.2192      |
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|  8816 | 3.00126e+06 |   155.375       |
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|  8817 | 3.00304e+06 |   148.367       |
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|  8818 | 3.00482e+06 |   205.348       |
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|  8819 | 3.00661e+06 |   240.484       |
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|  8820 | 3.00839e+06 |   260.325       |
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|  8821 | 3.01017e+06 |   172.173       |
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|  8822 | 3.01195e+06 |   154.92        |
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|  8823 | 3.01374e+06 |   156.591       |
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|  8824 | 3.01552e+06 |   148.392       |
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|  8825 | 3.0173e+06  |   205.417       |
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|  8826 | 3.01908e+06 |   240.623       |
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|  8827 | 3.02086e+06 |   260.441       |
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|  8828 | 3.02264e+06 |   172.331       |
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|  8829 | 3.02443e+06 |   155.073       |
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|  8830 | 3.02621e+06 |   156.746       |
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|  8831 | 3.02799e+06 |   148.548       |
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|  8832 | 3.00129e+06 |    92.8151      |
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|  8833 | 3.00308e+06 |    94.4873      |
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|  8834 | 3.00486e+06 |   100.406       |
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|  8835 | 3.00664e+06 |   140.603       |
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|  8836 | 3.00842e+06 |   196.169       |
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|  8837 | 3.0102e+06  |   143.359       |
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|  8838 | 3.01199e+06 |    79.022       |
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|  8839 | 3.01377e+06 |    90.9335      |
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|  8840 | 3.01555e+06 |    98.0279      |
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|  8841 | 3.01733e+06 |   100.487       |
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|  8842 | 3.01911e+06 |   141.79        |
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|  8843 | 3.0209e+06  |   197.683       |
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|  8844 | 3.02268e+06 |   142.567       |
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|  8845 | 3.02446e+06 |    77.8884      |
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|  8846 | 3.02624e+06 |    91.5218      |
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|  8847 | 3.02802e+06 |    96.7592      |
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|  8848 | 3.00133e+06 |   223.144       |
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|  8849 | 3.00311e+06 |   214.427       |
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|  8850 | 3.00489e+06 |   191.644       |
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|  8851 | 3.00667e+06 |   286.565       |
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|  8852 | 3.00846e+06 |   369.133       |
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|  8853 | 3.01024e+06 |   394.048       |
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|  8854 | 3.01202e+06 |   232.411       |
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|  8855 | 3.0138e+06  |   233.256       |
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|  8856 | 3.01558e+06 |   205.274       |
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|  8857 | 3.01736e+06 |   198.977       |
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|  8858 | 3.01915e+06 |   280.478       |
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|  8859 | 3.02093e+06 |   366.783       |
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|  8860 | 3.02271e+06 |   406.017       |
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|  8861 | 3.02449e+06 |   247.374       |
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|  8862 | 3.02628e+06 |   226.928       |
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|  8863 | 3.02806e+06 |   209.471       |
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|  8864 | 3.00136e+06 |    58.6677      |
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|  8865 | 3.00314e+06 |    61.4469      |
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|  8866 | 3.00492e+06 |    69.1843      |
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|  8867 | 3.00671e+06 |    53.7506      |
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|  8868 | 3.00849e+06 |    64.5302      |
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|  8869 | 3.01027e+06 |    79.3005      |
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|  8870 | 3.01205e+06 |    49.9807      |
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|  8871 | 3.01383e+06 |    58.009       |
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|  8872 | 3.01562e+06 |    60.2285      |
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|  8873 | 3.0174e+06  |    67.4986      |
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|  8874 | 3.01918e+06 |    55.9186      |
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|  8875 | 3.02096e+06 |    62.8843      |
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|  8876 | 3.02274e+06 |    77.6366      |
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|  8877 | 3.02453e+06 |    53.4443      |
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|  8878 | 3.02631e+06 |    58.4286      |
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|  8879 | 3.02809e+06 |    60.699       |
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|  8880 | 3.00139e+06 |    48.6727      |
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|  8881 | 3.00318e+06 |    44.2112      |
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|  8882 | 3.00496e+06 |    55.9913      |
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|  8883 | 3.00674e+06 |    58.5527      |
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|  8884 | 3.00852e+06 |    64.0291      |
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|  8885 | 3.0103e+06  |    56.3418      |
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|  8886 | 3.01208e+06 |    47.6728      |
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|  8887 | 3.01387e+06 |    49.0705      |
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|  8888 | 3.01565e+06 |    43.9666      |
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|  8889 | 3.01743e+06 |    56.0799      |
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|  8890 | 3.01921e+06 |    58.5161      |
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|  8891 | 3.021e+06   |    64.0516      |
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|  8892 | 3.02278e+06 |    56.3383      |
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|  8893 | 3.02456e+06 |    47.7094      |
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|  8894 | 3.02634e+06 |    49.0939      |
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|  8895 | 3.02812e+06 |    43.9926      |
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|  8896 | 3.00143e+06 |   205.276       |
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|  8897 | 3.00321e+06 |   155.616       |
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|  8898 | 3.00499e+06 |   235.312       |
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|  8899 | 3.00677e+06 |   248.455       |
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|  8900 | 3.00855e+06 |   197.86        |
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|  8901 | 3.01034e+06 |   205.544       |
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|  8902 | 3.01212e+06 |   181.778       |
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|  8903 | 3.0139e+06  |   207.447       |
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|  8904 | 3.01568e+06 |   155.229       |
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|  8905 | 3.01746e+06 |   230.736       |
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|  8906 | 3.01925e+06 |   242.639       |
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|  8907 | 3.02103e+06 |   193.165       |
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|  8908 | 3.02281e+06 |   201.813       |
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|  8909 | 3.02459e+06 |   177.785       |
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|  8910 | 3.02637e+06 |   203.22        |
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|  8911 | 3.02816e+06 |   150.94        |
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|  8912 | 3.00146e+06 |   115.505       |
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|  8913 | 3.00324e+06 |   119.802       |
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|  8914 | 3.00502e+06 |   163.983       |
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|  8915 | 3.0068e+06  |   161.673       |
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|  8916 | 3.00859e+06 |   115.524       |
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|  8917 | 3.01037e+06 |    96.6129      |
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|  8918 | 3.01215e+06 |    92.726       |
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|  8919 | 3.01393e+06 |   119.703       |
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|  8920 | 3.01572e+06 |   127.777       |
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|  8921 | 3.0175e+06  |   181.987       |
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|  8922 | 3.01928e+06 |   159.269       |
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|  8923 | 3.02106e+06 |   116.208       |
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|  8924 | 3.02284e+06 |    99.4989      |
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|  8925 | 3.02462e+06 |    93.2355      |
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|  8926 | 3.02641e+06 |   120.117       |
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|  8927 | 3.02819e+06 |   127.969       |
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|  8928 | 3.00149e+06 |    25.0037      |
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|  8929 | 3.00327e+06 |    22.2279      |
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|  8930 | 3.00506e+06 |    37.3464      |
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|  8931 | 3.00684e+06 |    47.7759      |
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|  8932 | 3.00862e+06 |    55.1444      |
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|  8933 | 3.0104e+06  |    38.0484      |
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|  8934 | 3.01218e+06 |    28.6803      |
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|  8935 | 3.01397e+06 |    25.5902      |
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|  8936 | 3.01575e+06 |    21.4224      |
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|  8937 | 3.01753e+06 |    38.3036      |
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|  8938 | 3.01931e+06 |    47.1594      |
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|  8939 | 3.02109e+06 |    55.7224      |
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|  8940 | 3.02288e+06 |    37.5438      |
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|  8941 | 3.02466e+06 |    29.2955      |
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|  8942 | 3.02644e+06 |    25.267       |
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|  8943 | 3.02822e+06 |    21.8615      |
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|  8944 | 3.00152e+06 |   213.42        |
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|  8945 | 3.00331e+06 |   165.119       |
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|  8946 | 3.00509e+06 |   245.846       |
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|  8947 | 3.00687e+06 |   286.101       |
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|  8948 | 3.00865e+06 |   345.063       |
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|  8949 | 3.01044e+06 |   246.789       |
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|  8950 | 3.01222e+06 |   190.861       |
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|  8951 | 3.014e+06   |   211.965       |
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|  8952 | 3.01578e+06 |   167.972       |
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|  8953 | 3.01756e+06 |   248.297       |
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|  8954 | 3.01934e+06 |   287.597       |
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|  8955 | 3.02113e+06 |   345.636       |
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|  8956 | 3.02291e+06 |   246.911       |
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|  8957 | 3.02469e+06 |   190.731       |
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|  8958 | 3.02647e+06 |   211.892       |
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|  8959 | 3.02826e+06 |   167.93        |
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|  8960 | 3.00156e+06 |   233.472       |
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|  8961 | 3.00334e+06 |   245.057       |
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|  8962 | 3.00512e+06 |   260.511       |
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|  8963 | 3.0069e+06  |   315.12        |
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|  8964 | 3.00869e+06 |   413.541       |
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|  8965 | 3.01047e+06 |   369.856       |
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|  8966 | 3.01225e+06 |   265.988       |
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|  8967 | 3.01403e+06 |   217.756       |
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|  8968 | 3.01581e+06 |   231.096       |
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|  8969 | 3.0176e+06  |   238.164       |
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|  8970 | 3.01938e+06 |   304.244       |
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|  8971 | 3.02116e+06 |   420.013       |
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|  8972 | 3.02294e+06 |   375.236       |
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|  8973 | 3.02472e+06 |   267.184       |
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|  8974 | 3.02651e+06 |   212.857       |
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|  8975 | 3.02829e+06 |   227.274       |
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|  8976 | 3.00159e+06 |   152.246       |
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|  8977 | 3.00337e+06 |   182.369       |
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|  8978 | 3.00516e+06 |   174.665       |
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|  8979 | 3.00694e+06 |   224.387       |
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|  8980 | 3.00872e+06 |   323.204       |
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|  8981 | 3.0105e+06  |   401.888       |
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|  8982 | 3.01228e+06 |   199.346       |
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|  8983 | 3.01406e+06 |   146.026       |
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|  8984 | 3.01585e+06 |   181.275       |
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|  8985 | 3.01763e+06 |   174.872       |
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|  8986 | 3.01941e+06 |   225.013       |
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|  8987 | 3.02119e+06 |   323.992       |
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|  8988 | 3.02298e+06 |   402.863       |
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|  8989 | 3.02476e+06 |   200.03        |
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|  8990 | 3.02654e+06 |   146.776       |
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|  8991 | 3.02832e+06 |   182.042       |
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|  8992 | 3.00162e+06 |   456.693       |
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|  8993 | 3.00341e+06 |   410.395       |
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|  8994 | 3.00519e+06 |   582.279       |
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|  8995 | 3.00697e+06 |   662.905       |
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|  8996 | 3.00875e+06 |   670.993       |
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|  8997 | 3.01053e+06 |   476.339       |
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|  8998 | 3.01232e+06 |   399.556       |
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|  8999 | 3.0141e+06  |   458.042       |
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|  9000 | 3.01588e+06 |   408.873       |
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|  9001 | 3.01766e+06 |   582.203       |
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|  9002 | 3.01944e+06 |   660.834       |
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|  9003 | 3.02123e+06 |   669.714       |
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|  9004 | 3.02301e+06 |   476.463       |
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|  9005 | 3.02479e+06 |   398.958       |
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|  9006 | 3.02657e+06 |   458.349       |
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|  9007 | 3.02835e+06 |   409.258       |
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|  9008 | 3.00166e+06 |   109.567       |
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|  9009 | 3.00344e+06 |   135.478       |
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|  9010 | 3.00522e+06 |   140.992       |
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|  9011 | 3.007e+06   |   155.325       |
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|  9012 | 3.00878e+06 |   157.954       |
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|  9013 | 3.01057e+06 |   221.795       |
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|  9014 | 3.01235e+06 |   143.034       |
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|  9015 | 3.01413e+06 |   116.349       |
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|  9016 | 3.01591e+06 |   134.72        |
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|  9017 | 3.0177e+06  |   144.07        |
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|  9018 | 3.01948e+06 |   154.226       |
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|  9019 | 3.02126e+06 |   160.763       |
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|  9020 | 3.02304e+06 |   220.856       |
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|  9021 | 3.02482e+06 |   145.773       |
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|  9022 | 3.0266e+06  |   115.531       |
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|  9023 | 3.02839e+06 |   137.293       |
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|  9024 | 3.00169e+06 |   228.951       |
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|  9025 | 3.00347e+06 |   290.156       |
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|  9026 | 3.00525e+06 |   358.846       |
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|  9027 | 3.00704e+06 |   329.392       |
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|  9028 | 3.00882e+06 |   398.969       |
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|  9029 | 3.0106e+06  |   451.32        |
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|  9030 | 3.01238e+06 |   329.412       |
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|  9031 | 3.01416e+06 |   233.476       |
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|  9032 | 3.01595e+06 |   290.127       |
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|  9033 | 3.01773e+06 |   361.526       |
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|  9034 | 3.01951e+06 |   331.812       |
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|  9035 | 3.02129e+06 |   401.499       |
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|  9036 | 3.02307e+06 |   452.91        |
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|  9037 | 3.02486e+06 |   332.121       |
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|  9038 | 3.02664e+06 |   235.453       |
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|  9039 | 3.02842e+06 |   292.394       |
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|  9040 | 3.00172e+06 |   166.311       |
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|  9041 | 3.0035e+06  |   221.885       |
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|  9042 | 3.00529e+06 |   186.836       |
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|  9043 | 3.00707e+06 |   172.462       |
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|  9044 | 3.00885e+06 |   185.053       |
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|  9045 | 3.01063e+06 |   526.765       |
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|  9046 | 3.01242e+06 |   147.893       |
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|  9047 | 3.0142e+06  |   169.047       |
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|  9048 | 3.01598e+06 |   223.983       |
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|  9049 | 3.01776e+06 |   188.742       |
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|  9050 | 3.01954e+06 |   174.419       |
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|  9051 | 3.02132e+06 |   186.683       |
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|  9052 | 3.02311e+06 |   528.856       |
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|  9053 | 3.02489e+06 |   149.588       |
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|  9054 | 3.02667e+06 |   170.648       |
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|  9055 | 3.02845e+06 |   225.591       |
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|  9056 | 3.00176e+06 |    73.8427      |
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|  9057 | 3.00354e+06 |   150.254       |
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|  9058 | 3.00532e+06 |   147.346       |
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|  9059 | 3.0071e+06  |   185.986       |
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|  9060 | 3.00888e+06 |   220.796       |
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|  9061 | 3.01067e+06 |   684.794       |
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|  9062 | 3.01245e+06 |   124.121       |
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|  9063 | 3.01423e+06 |    98.1511      |
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|  9064 | 3.01601e+06 |   145.143       |
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|  9065 | 3.01779e+06 |   149.113       |
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|  9066 | 3.01958e+06 |   189.438       |
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|  9067 | 3.02136e+06 |   222.854       |
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|  9068 | 3.02314e+06 |   684.504       |
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|  9069 | 3.02492e+06 |   126.309       |
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|  9070 | 3.0267e+06  |   100.498       |
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|  9071 | 3.02849e+06 |   147.162       |
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|  9072 | 3.00179e+06 |   120.423       |
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|  9073 | 3.00357e+06 |   112.019       |
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|  9074 | 3.00535e+06 |   154.533       |
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|  9075 | 3.00714e+06 |   153.503       |
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|  9076 | 3.00892e+06 |   140.281       |
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|  9077 | 3.0107e+06  |   204.228       |
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|  9078 | 3.01248e+06 |   127.881       |
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|  9079 | 3.01426e+06 |   110.906       |
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|  9080 | 3.01604e+06 |   120.047       |
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|  9081 | 3.01783e+06 |   145.779       |
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|  9082 | 3.01961e+06 |   160.64        |
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|  9083 | 3.02139e+06 |   131.695       |
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|  9084 | 3.02317e+06 |   211.042       |
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|  9085 | 3.02496e+06 |   119.664       |
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|  9086 | 3.02674e+06 |   117.275       |
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|  9087 | 3.02852e+06 |   112.258       |
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|  9088 | 3.00182e+06 |    90.7634      |
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|  9089 | 3.0036e+06  |   163.224       |
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|  9090 | 3.00539e+06 |   206.421       |
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|  9091 | 3.00717e+06 |   222.066       |
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|  9092 | 3.00895e+06 |   217.019       |
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|  9093 | 3.01073e+06 |   276.588       |
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|  9094 | 3.01251e+06 |    98.2383      |
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|  9095 | 3.0143e+06  |    91.1751      |
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|  9096 | 3.01608e+06 |   161.65        |
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|  9097 | 3.01786e+06 |   204.395       |
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|  9098 | 3.01964e+06 |   217.942       |
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|  9099 | 3.02142e+06 |   217.93        |
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|  9100 | 3.02321e+06 |   276.234       |
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|  9101 | 3.02499e+06 |    96.6159      |
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|  9102 | 3.02677e+06 |    89.6505      |
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|  9103 | 3.02855e+06 |   160.076       |
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|  9104 | 3.00186e+06 |   120.348       |
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|  9106 | 3.00542e+06 |   140.919       |
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|  9107 | 3.0072e+06  |   169.079       |
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|  9108 | 3.00898e+06 |   149.472       |
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|  9109 | 3.01076e+06 |   175.908       |
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|  9113 | 3.01789e+06 |   137.88        |
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|  9114 | 3.01968e+06 |   171.132       |
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|  9116 | 3.02324e+06 |   177.496       |
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|  9117 | 3.02502e+06 |   160.113       |
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|  9118 | 3.0268e+06  |   115.633       |
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|  9120 | 3.00189e+06 |   131.291       |
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|  9121 | 3.00367e+06 |   116.757       |
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|  9122 | 3.00545e+06 |   136.117       |
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|  9123 | 3.00723e+06 |   155.329       |
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|  9124 | 3.00902e+06 |   134.957       |
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|  9125 | 3.0108e+06  |   143.589       |
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|  9126 | 3.01258e+06 |   124.276       |
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|  9127 | 3.01436e+06 |   128.628       |
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|  9128 | 3.01614e+06 |   116.83        |
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|  9129 | 3.01793e+06 |   136.568       |
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|  9130 | 3.01971e+06 |   155.799       |
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|  9131 | 3.02149e+06 |   135.424       |
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|  9132 | 3.02327e+06 |   144.055       |
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|  9133 | 3.02505e+06 |   124.743       |
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|  9134 | 3.02684e+06 |   129.094       |
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|  9135 | 3.02862e+06 |   117.296       |
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|  9136 | 3.00192e+06 |    78.8973      |
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|  9137 | 3.0037e+06  |    66.9043      |
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|  9138 | 3.00548e+06 |    98.6517      |
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|  9139 | 3.00727e+06 |   146.934       |
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|  9140 | 3.00905e+06 |   142.786       |
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|  9141 | 3.01083e+06 |    89.0994      |
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|  9142 | 3.01261e+06 |    65.3328      |
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|  9143 | 3.0144e+06  |    75.8741      |
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|  9144 | 3.01618e+06 |    67.6368      |
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|  9145 | 3.01796e+06 |    98.864       |
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|  9146 | 3.01974e+06 |   142.439       |
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|  9147 | 3.02152e+06 |   141.397       |
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|  9148 | 3.0233e+06  |    91.0757      |
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|  9149 | 3.02509e+06 |    65.4298      |
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|  9150 | 3.02687e+06 |    75.777       |
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|  9151 | 3.02865e+06 |    67.1768      |
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|  9152 | 3.00195e+06 |   301.948       |
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|  9153 | 3.00374e+06 |   354.126       |
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|  9154 | 3.00552e+06 |   319.032       |
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|  9155 | 3.0073e+06  |   481.491       |
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|  9156 | 3.00908e+06 |   427.083       |
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|  9157 | 3.01086e+06 |  1541.46        |
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|  9158 | 3.01265e+06 |   226.689       |
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|  9159 | 3.01443e+06 |   315.374       |
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|  9160 | 3.01621e+06 |   332.066       |
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|  9161 | 3.01799e+06 |   345.159       |
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|  9162 | 3.01977e+06 |   471.043       |
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|  9163 | 3.02156e+06 |   447.014       |
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|  9164 | 3.02334e+06 |  1534.03        |
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|  9165 | 3.02512e+06 |   237.145       |
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|  9166 | 3.0269e+06  |   308.859       |
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|  9167 | 3.02868e+06 |   335.463       |
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|  9168 | 3.00199e+06 |   119.021       |
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|  9169 | 3.00377e+06 |   108.128       |
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|  9170 | 3.00555e+06 |   167.288       |
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|  9171 | 3.00733e+06 |   201.719       |
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|  9172 | 3.00912e+06 |   238.068       |
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|  9173 | 3.0109e+06  |   143.904       |
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|  9174 | 3.01268e+06 |   113.07        |
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|  9175 | 3.01446e+06 |   119.251       |
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|  9176 | 3.01624e+06 |   107.789       |
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|  9177 | 3.01802e+06 |   166.988       |
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|  9178 | 3.01981e+06 |   201.449       |
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|  9179 | 3.02159e+06 |   237.799       |
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|  9180 | 3.02337e+06 |   143.667       |
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|  9181 | 3.02515e+06 |   112.831       |
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|  9182 | 3.02694e+06 |   119.014       |
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|  9183 | 3.02872e+06 |   107.553       |
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|  9186 | 3.00558e+06 |   167.163       |
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|  9188 | 3.00915e+06 |   188.191       |
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|  9189 | 3.01093e+06 |   264.167       |
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|  9195 | 3.02162e+06 |   189.289       |
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|  9196 | 3.0234e+06  |   264.749       |
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|  9197 | 3.02519e+06 |   191.64        |
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|  9221 | 3.011e+06   |   143.648       |
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|  9222 | 3.01278e+06 |   124.835       |
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|  9223 | 3.01456e+06 |   143.634       |
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|  9225 | 3.01812e+06 |   147.766       |
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|  9227 | 3.02169e+06 |   178.924       |
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|  9228 | 3.02347e+06 |   144.631       |
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|  9229 | 3.02525e+06 |   123.66        |
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|  9230 | 3.02703e+06 |   142.973       |
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|  9231 | 3.02882e+06 |   124.932       |
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|  9232 | 3.00212e+06 |   188.621       |
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|  9233 | 3.0039e+06  |   185.844       |
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|  9234 | 3.00568e+06 |   213.827       |
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|  9235 | 3.00746e+06 |   219.366       |
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|  9236 | 3.00925e+06 |   272.598       |
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|  9237 | 3.01103e+06 |   439.136       |
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|  9241 | 3.01816e+06 |   212.535       |
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|  9242 | 3.01994e+06 |   225.517       |
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|  9243 | 3.02172e+06 |   280.712       |
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|  9244 | 3.0235e+06  |   442.581       |
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|  9245 | 3.02528e+06 |   198.39        |
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|  9249 | 3.00393e+06 |   469.853       |
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|  9251 | 3.0075e+06  |   908.183       |
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|  9252 | 3.00928e+06 |   913.619       |
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|  9253 | 3.01106e+06 |   569.137       |
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|  9254 | 3.01284e+06 |   448.206       |
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|  9255 | 3.01463e+06 |   523.445       |
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|  9258 | 3.01997e+06 |   907.815       |
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|  9261 | 3.02532e+06 |   447.859       |
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|  9263 | 3.02888e+06 |   471.355       |
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|  9270 | 3.01288e+06 |   276.573       |
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|  9273 | 3.01822e+06 |   481.583       |
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|  9274 | 3.02e+06    |   571.551       |
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|  9275 | 3.02179e+06 |   611.144       |
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|  9276 | 3.02357e+06 |   376.742       |
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|  9277 | 3.02535e+06 |   277.162       |
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|  9278 | 3.02713e+06 |   303.11        |
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|  9279 | 3.02892e+06 |   287.166       |
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|  9281 | 3.004e+06   |    95.6234      |
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|  9282 | 3.00578e+06 |   155.531       |
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|  9284 | 3.00935e+06 |   271.535       |
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|  9285 | 3.01113e+06 |   131.207       |
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|  9288 | 3.01647e+06 |    91.8761      |
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|  9289 | 3.01826e+06 |   167.912       |
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|  9290 | 3.02004e+06 |   254.099       |
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|  9291 | 3.02182e+06 |   266.454       |
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|  9292 | 3.0236e+06  |   136.94        |
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|  9293 | 3.02538e+06 |    87.4443      |
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|  9294 | 3.02717e+06 |    83.0571      |
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|  9295 | 3.02895e+06 |    92.2794      |
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|  9296 | 3.00225e+06 |   293.687       |
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|  9297 | 3.00403e+06 |   283.661       |
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|  9298 | 3.00582e+06 |   444.768       |
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|  9299 | 3.0076e+06  |   539.969       |
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|  9300 | 3.00938e+06 |   585.513       |
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|  9301 | 3.01116e+06 |   366.535       |
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|  9302 | 3.01294e+06 |   283.546       |
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|  9303 | 3.01472e+06 |   294.041       |
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|  9304 | 3.01651e+06 |   280.271       |
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|  9305 | 3.01829e+06 |   449.719       |
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|  9306 | 3.02007e+06 |   531.124       |
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|  9307 | 3.02185e+06 |   582.081       |
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|  9308 | 3.02364e+06 |   366.048       |
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|  9309 | 3.02542e+06 |   289.514       |
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|  9310 | 3.0272e+06  |   291.539       |
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|  9311 | 3.02898e+06 |   284.702       |
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|  9312 | 3.00228e+06 |    79.9034      |
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|  9313 | 3.00407e+06 |    81.7134      |
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|  9314 | 3.00585e+06 |   141.772       |
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|  9315 | 3.00763e+06 |   219.083       |
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|  9316 | 3.00941e+06 |   255.521       |
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|  9317 | 3.01119e+06 |   106.11        |
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|  9318 | 3.01298e+06 |    77.2202      |
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|  9319 | 3.01476e+06 |    75.3556      |
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|  9320 | 3.01654e+06 |    81.6077      |
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|  9321 | 3.01832e+06 |   144.204       |
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|  9322 | 3.0201e+06  |   210.532       |
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|  9323 | 3.02189e+06 |   247.985       |
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|  9324 | 3.02367e+06 |   109.496       |
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|  9325 | 3.02545e+06 |    77.9153      |
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|  9326 | 3.02723e+06 |    76.1489      |
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|  9327 | 3.02901e+06 |    81.6657      |
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|  9328 | 3.00232e+06 |   482.435       |
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|  9329 | 3.0041e+06  |   415.664       |
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|  9330 | 3.00588e+06 |   589.169       |
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|  9331 | 3.00766e+06 |   596.589       |
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|  9332 | 3.00944e+06 |   636.798       |
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|  9333 | 3.01123e+06 |   494.158       |
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|  9334 | 3.01301e+06 |   410.857       |
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|  9335 | 3.01479e+06 |   464.791       |
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|  9336 | 3.01657e+06 |   406.978       |
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|  9337 | 3.01836e+06 |   586.412       |
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|  9338 | 3.02014e+06 |   596.073       |
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|  9339 | 3.02192e+06 |   637.219       |
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|  9340 | 3.0237e+06  |   494.921       |
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|  9341 | 3.02548e+06 |   411.65        |
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|  9342 | 3.02726e+06 |   465.555       |
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|  9343 | 3.02905e+06 |   407.692       |
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|  9344 | 3.00235e+06 |    71.6089      |
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|  9347 | 3.0077e+06  |    99.0303      |
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|  9348 | 3.00948e+06 |   118.111       |
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|  9349 | 3.01126e+06 |    91.8458      |
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|  9353 | 3.01839e+06 |    92.7456      |
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|  9354 | 3.02017e+06 |    99.2972      |
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|  9355 | 3.02195e+06 |   118.366       |
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|  9356 | 3.02373e+06 |    92.0944      |
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|  9362 | 3.00595e+06 |   116.891       |
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|  9363 | 3.00773e+06 |   163.442       |
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|  9365 | 3.01129e+06 |   113.638       |
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|  9366 | 3.01308e+06 |    84.6962      |
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|  9369 | 3.01842e+06 |   117.089       |
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|  9371 | 3.02198e+06 |   173.745       |
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|  9372 | 3.02377e+06 |   113.904       |
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|  9373 | 3.02555e+06 |    84.9458      |
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|  9383 | 3.01489e+06 |   339.905       |
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|  9388 | 3.0238e+06  |   339.986       |
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|  9389 | 3.02558e+06 |   283.504       |
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|  9390 | 3.02736e+06 |   342.107       |
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|  9391 | 3.02915e+06 |   261.534       |
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|  9392 | 3.00245e+06 |   204.848       |
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|  9395 | 3.0078e+06  |   215.445       |
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|  9400 | 3.0167e+06  |   161.155       |
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|  9577 | 3.01707e+06 |    46.6032      |
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|  9578 | 3.01885e+06 |    59.6043      |
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|  9579 | 3.02063e+06 |    40.821       |
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|  9580 | 3.02242e+06 |    40.9311      |
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|  9581 | 3.0242e+06  |    38.7016      |
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|  9582 | 3.02598e+06 |    38.6988      |
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|  9583 | 3.02776e+06 |    41.4134      |
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|  9584 | 3.00106e+06 |    76.6501      |
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|  9585 | 3.00285e+06 |    80.3884      |
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|  9586 | 3.00463e+06 |    87.4527      |
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|  9587 | 3.00641e+06 |   105.78        |
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|  9588 | 3.00819e+06 |    70.9957      |
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|  9589 | 3.00997e+06 |    68.5409      |
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|  9590 | 3.01176e+06 |    74.8215      |
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|  9591 | 3.01354e+06 |    77.8407      |
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|  9592 | 3.01532e+06 |    81.4797      |
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|  9593 | 3.0171e+06  |    88.2605      |
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|  9594 | 3.01888e+06 |   106.455       |
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|  9595 | 3.02067e+06 |    71.619       |
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|  9596 | 3.02245e+06 |    69.1461      |
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|  9597 | 3.02423e+06 |    75.4217      |
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|  9598 | 3.02601e+06 |    78.4378      |
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|  9599 | 3.02779e+06 |    82.0761      |
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|  9600 | 3.0011e+06  |    80.6574      |
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|  9601 | 3.00288e+06 |    85.7123      |
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|  9602 | 3.00466e+06 |    88.8506      |
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|  9603 | 3.00644e+06 |    95.992       |
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|  9604 | 3.00822e+06 |    74.072       |
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|  9605 | 3.01001e+06 |    82.3116      |
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|  9606 | 3.01179e+06 |    82.2146      |
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|  9607 | 3.01357e+06 |    79.4229      |
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|  9608 | 3.01535e+06 |    88.5639      |
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|  9609 | 3.01714e+06 |    87.9077      |
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|  9610 | 3.01892e+06 |    98.7274      |
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|  9611 | 3.0207e+06  |    72.8089      |
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|  9612 | 3.02248e+06 |    84.0507      |
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|  9613 | 3.02426e+06 |    81.0391      |
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|  9614 | 3.02604e+06 |    81.6671      |
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|  9615 | 3.02783e+06 |    87.5338      |
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|  9617 | 3.00291e+06 |    45.7648      |
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|  9619 | 3.00648e+06 |    85.9978      |
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|  9621 | 3.01004e+06 |    32.4902      |
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|  9622 | 3.01182e+06 |    33.5263      |
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|  9623 | 3.0136e+06  |    38.8243      |
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|  9624 | 3.01539e+06 |    44.6314      |
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|  9625 | 3.01717e+06 |    52.4656      |
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|  9632 | 3.00116e+06 |   113.682       |
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|  9634 | 3.00473e+06 |   132.799       |
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|  9635 | 3.00651e+06 |   199.556       |
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|  9636 | 3.00829e+06 |   154.362       |
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|  9637 | 3.01007e+06 |   112.318       |
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|  9638 | 3.01186e+06 |   114.793       |
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|  9639 | 3.01364e+06 |   110.761       |
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|  9640 | 3.01542e+06 |   118.117       |
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|  9641 | 3.0172e+06  |   136.796       |
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|  9642 | 3.01898e+06 |   201.696       |
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|  9643 | 3.02076e+06 |   155.268       |
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|  9644 | 3.02255e+06 |   112.657       |
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|  9645 | 3.02433e+06 |   114.909       |
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|  9646 | 3.02611e+06 |   110.838       |
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|  9647 | 3.02789e+06 |   118.194       |
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|  9648 | 3.0012e+06  |    55.6086      |
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|  9649 | 3.00298e+06 |    63.5181      |
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|  9651 | 3.00654e+06 |   114.963       |
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|  9652 | 3.00832e+06 |    93.1098      |
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|  9658 | 3.01902e+06 |   114.825       |
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|  9659 | 3.0208e+06  |    92.9637      |
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|  9660 | 3.02258e+06 |    59.5521      |
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|  9661 | 3.02436e+06 |    61.5248      |
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|  9662 | 3.02614e+06 |    56.0376      |
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|  9663 | 3.02793e+06 |    63.2897      |
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|  9665 | 3.00301e+06 |    75.1826      |
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|  9666 | 3.00479e+06 |    81.2599      |
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|  9667 | 3.00658e+06 |    93.0769      |
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|  9668 | 3.00836e+06 |    73.1053      |
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|  9669 | 3.01014e+06 |    75.8902      |
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|  9672 | 3.01548e+06 |    76.01        |
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|  9673 | 3.01727e+06 |    79.6772      |
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|  9674 | 3.01905e+06 |    94.0534      |
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|  9675 | 3.02083e+06 |    72.3664      |
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|  9676 | 3.02261e+06 |    76.8328      |
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|  9677 | 3.0244e+06  |    68.5522      |
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|  9678 | 3.02618e+06 |    69.6949      |
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|  9679 | 3.02796e+06 |    75.0012      |
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|  9680 | 3.00126e+06 |   134.477       |
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|  9682 | 3.00483e+06 |   181.165       |
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|  9683 | 3.00661e+06 |   208.795       |
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|  9684 | 3.00839e+06 |   174.846       |
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|  9685 | 3.01017e+06 |   113.216       |
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|  9687 | 3.01374e+06 |   137.015       |
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|  9688 | 3.01552e+06 |   132.799       |
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|  9689 | 3.0173e+06  |   180.874       |
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|  9690 | 3.01908e+06 |   207.027       |
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|  9691 | 3.02086e+06 |   173.741       |
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|  9692 | 3.02265e+06 |   113.932       |
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|  9693 | 3.02443e+06 |   113.631       |
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|  9694 | 3.02621e+06 |   136.489       |
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|  9695 | 3.02799e+06 |   132.366       |
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|  9698 | 3.00486e+06 |   115.561       |
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|  9699 | 3.00664e+06 |   163.445       |
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|  9700 | 3.00842e+06 |   126.783       |
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|  9701 | 3.0102e+06  |    69.8197      |
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|  9708 | 3.02268e+06 |    70.2271      |
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|  9709 | 3.02446e+06 |    87.0037      |
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|  9716 | 3.00846e+06 |   105.876       |
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|  9717 | 3.01024e+06 |    87.0792      |
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|  9721 | 3.01737e+06 |   117.616       |
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|  9723 | 3.02093e+06 |   106.296       |
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|  9724 | 3.02271e+06 |    87.4197      |
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|  9738 | 3.01918e+06 |   135.874       |
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|  9745 | 3.00318e+06 |   118.815       |
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|  9746 | 3.00496e+06 |   133.327       |
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|  9747 | 3.00674e+06 |   148.7         |
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|  9748 | 3.00852e+06 |   111.232       |
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|  9749 | 3.0103e+06  |    90.7799      |
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|  9752 | 3.01565e+06 |   119.988       |
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|  9753 | 3.01743e+06 |   131.428       |
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|  9754 | 3.01921e+06 |   150.822       |
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|  9755 | 3.021e+06   |   110.127       |
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|  9756 | 3.02278e+06 |    91.6562      |
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|  9758 | 3.02634e+06 |   108.675       |
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|  9759 | 3.02812e+06 |   118.724       |
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|  9762 | 3.00499e+06 |   283.106       |
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|  9763 | 3.00677e+06 |   273.534       |
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|  9765 | 3.01034e+06 |   198.915       |
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|  9767 | 3.0139e+06  |   244.278       |
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|  9768 | 3.01568e+06 |   224.855       |
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|  9769 | 3.01746e+06 |   286.718       |
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|  9770 | 3.01925e+06 |   269.635       |
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|  9771 | 3.02103e+06 |   188.586       |
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|  9773 | 3.02459e+06 |   208.849       |
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|  9774 | 3.02638e+06 |   241.262       |
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|  9779 | 3.00681e+06 |   319.435       |
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|  9780 | 3.00859e+06 |   127.819       |
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|  9784 | 3.01572e+06 |   165.89        |
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|  9785 | 3.0175e+06  |   245.978       |
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|  9786 | 3.01928e+06 |   319.029       |
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|  9787 | 3.02106e+06 |   129.393       |
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|  9788 | 3.02284e+06 |    82.4075      |
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|  9789 | 3.02463e+06 |    90.4058      |
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|  9790 | 3.02641e+06 |   133.994       |
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|  9791 | 3.02819e+06 |   164.964       |
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|  9802 | 3.01931e+06 |   111.248       |
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|  9803 | 3.0211e+06  |    84.6661      |
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|  9808 | 3.00153e+06 |   136.621       |
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|  9809 | 3.00331e+06 |   148.84        |
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|  9811 | 3.00687e+06 |   298.066       |
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|  9812 | 3.00865e+06 |   195.615       |
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|  9813 | 3.01044e+06 |    96.3794      |
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|  9815 | 3.014e+06   |   130.433       |
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|  9816 | 3.01578e+06 |   146.061       |
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|  9817 | 3.01756e+06 |   222.338       |
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|  9818 | 3.01935e+06 |   297.013       |
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|  9819 | 3.02113e+06 |   194.854       |
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|  9820 | 3.02291e+06 |    95.7481      |
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|  9821 | 3.02469e+06 |    93.5482      |
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|  9822 | 3.02647e+06 |   129.921       |
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|  9823 | 3.02826e+06 |   145.556       |
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|  9824 | 3.00156e+06 |    96.7697      |
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|  9825 | 3.00334e+06 |   102.661       |
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|  9826 | 3.00512e+06 |   126.232       |
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|  9827 | 3.0069e+06  |   179.866       |
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|  9828 | 3.00869e+06 |   131.091       |
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|  9829 | 3.01047e+06 |    79.6008      |
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|  9830 | 3.01225e+06 |    96.2115      |
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|  9831 | 3.01403e+06 |    94.7597      |
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|  9832 | 3.01582e+06 |   104.26        |
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|  9833 | 3.0176e+06  |   127.9         |
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|  9834 | 3.01938e+06 |   179.315       |
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|  9835 | 3.02116e+06 |   130.975       |
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|  9836 | 3.02294e+06 |    79.7151      |
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|  9837 | 3.02472e+06 |    96.9559      |
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|  9838 | 3.02651e+06 |    95.0907      |
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|  9839 | 3.02829e+06 |   104.468       |
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|  9840 | 3.00159e+06 |    86.4024      |
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|  9841 | 3.00337e+06 |    91.3254      |
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|  9842 | 3.00516e+06 |   107.082       |
+-------+-------------+-----------------+
|  9843 | 3.00694e+06 |   174.555       |
+-------+-------------+-----------------+
|  9844 | 3.00872e+06 |    97.0061      |
+-------+-------------+-----------------+
|  9845 | 3.0105e+06  |    71.4499      |
+-------+-------------+-----------------+
|  9846 | 3.01228e+06 |    83.4618      |
+-------+-------------+-----------------+
|  9847 | 3.01407e+06 |    84.0403      |
+-------+-------------+-----------------+
|  9848 | 3.01585e+06 |    90.1857      |
+-------+-------------+-----------------+
|  9849 | 3.01763e+06 |   106.342       |
+-------+-------------+-----------------+
|  9850 | 3.01941e+06 |   173.885       |
+-------+-------------+-----------------+
|  9851 | 3.02119e+06 |    96.3811      |
+-------+-------------+-----------------+
|  9852 | 3.02298e+06 |    70.879       |
+-------+-------------+-----------------+
|  9853 | 3.02476e+06 |    83.1977      |
+-------+-------------+-----------------+
|  9854 | 3.02654e+06 |    83.801       |
+-------+-------------+-----------------+
|  9855 | 3.02832e+06 |    89.9771      |
+-------+-------------+-----------------+
|  9856 | 3.00162e+06 |   432.601       |
+-------+-------------+-----------------+
|  9857 | 3.00341e+06 |   415.489       |
+-------+-------------+-----------------+
|  9858 | 3.00519e+06 |   547.556       |
+-------+-------------+-----------------+
|  9859 | 3.00697e+06 |   614.408       |
+-------+-------------+-----------------+
|  9860 | 3.00875e+06 |   550.697       |
+-------+-------------+-----------------+
|  9861 | 3.01054e+06 |   388.636       |
+-------+-------------+-----------------+
|  9862 | 3.01232e+06 |   370.649       |
+-------+-------------+-----------------+
|  9863 | 3.0141e+06  |   425.79        |
+-------+-------------+-----------------+
|  9864 | 3.01588e+06 |   415.664       |
+-------+-------------+-----------------+
|  9865 | 3.01766e+06 |   550.591       |
+-------+-------------+-----------------+
|  9866 | 3.01944e+06 |   603.837       |
+-------+-------------+-----------------+
|  9867 | 3.02123e+06 |   544.967       |
+-------+-------------+-----------------+
|  9868 | 3.02301e+06 |   392.798       |
+-------+-------------+-----------------+
|  9869 | 3.02479e+06 |   369.447       |
+-------+-------------+-----------------+
|  9870 | 3.02657e+06 |   426.268       |
+-------+-------------+-----------------+
|  9871 | 3.02836e+06 |   415.614       |
+-------+-------------+-----------------+
|  9872 | 3.00166e+06 |    66.9424      |
+-------+-------------+-----------------+
|  9873 | 3.00344e+06 |    69.5303      |
+-------+-------------+-----------------+
|  9874 | 3.00522e+06 |    76.7295      |
+-------+-------------+-----------------+
|  9875 | 3.007e+06   |    97.039       |
+-------+-------------+-----------------+
|  9876 | 3.00879e+06 |    64.2079      |
+-------+-------------+-----------------+
|  9877 | 3.01057e+06 |    54.505       |
+-------+-------------+-----------------+
|  9878 | 3.01235e+06 |    66.6367      |
+-------+-------------+-----------------+
|  9879 | 3.01413e+06 |    67.9639      |
+-------+-------------+-----------------+
|  9880 | 3.01591e+06 |    70.1911      |
+-------+-------------+-----------------+
|  9881 | 3.0177e+06  |    76.9819      |
+-------+-------------+-----------------+
|  9882 | 3.01948e+06 |    97.348       |
+-------+-------------+-----------------+
|  9883 | 3.02126e+06 |    64.7907      |
+-------+-------------+-----------------+
|  9884 | 3.02304e+06 |    54.6369      |
+-------+-------------+-----------------+
|  9885 | 3.02482e+06 |    66.9714      |
+-------+-------------+-----------------+
|  9886 | 3.02661e+06 |    68.1324      |
+-------+-------------+-----------------+
|  9887 | 3.02839e+06 |    70.327       |
+-------+-------------+-----------------+
|  9888 | 3.00169e+06 |   133.177       |
+-------+-------------+-----------------+
|  9889 | 3.00347e+06 |   145.007       |
+-------+-------------+-----------------+
|  9890 | 3.00526e+06 |   158.814       |
+-------+-------------+-----------------+
|  9891 | 3.00704e+06 |   218.693       |
+-------+-------------+-----------------+
|  9892 | 3.00882e+06 |   121.694       |
+-------+-------------+-----------------+
|  9893 | 3.0106e+06  |   116.738       |
+-------+-------------+-----------------+
|  9894 | 3.01238e+06 |   135.279       |
+-------+-------------+-----------------+
|  9895 | 3.01416e+06 |   135.553       |
+-------+-------------+-----------------+
|  9896 | 3.01595e+06 |   149.769       |
+-------+-------------+-----------------+
|  9897 | 3.01773e+06 |   163.833       |
+-------+-------------+-----------------+
|  9898 | 3.01951e+06 |   223.449       |
+-------+-------------+-----------------+
|  9899 | 3.02129e+06 |   123.77        |
+-------+-------------+-----------------+
|  9900 | 3.02308e+06 |   118.893       |
+-------+-------------+-----------------+
|  9901 | 3.02486e+06 |   137.624       |
+-------+-------------+-----------------+
|  9902 | 3.02664e+06 |   137           |
+-------+-------------+-----------------+
|  9903 | 3.02842e+06 |   150.888       |
+-------+-------------+-----------------+
|  9904 | 3.00172e+06 |    27.402       |
+-------+-------------+-----------------+
|  9905 | 3.00351e+06 |    30.2791      |
+-------+-------------+-----------------+
|  9906 | 3.00529e+06 |    31.5974      |
+-------+-------------+-----------------+
|  9907 | 3.00707e+06 |    41.1608      |
+-------+-------------+-----------------+
|  9908 | 3.00885e+06 |    32.2102      |
+-------+-------------+-----------------+
|  9909 | 3.01063e+06 |    26.2326      |
+-------+-------------+-----------------+
|  9910 | 3.01242e+06 |    28.9047      |
+-------+-------------+-----------------+
|  9911 | 3.0142e+06  |    27.9178      |
+-------+-------------+-----------------+
|  9912 | 3.01598e+06 |    30.2749      |
+-------+-------------+-----------------+
|  9913 | 3.01776e+06 |    31.3636      |
+-------+-------------+-----------------+
|  9914 | 3.01954e+06 |    40.9211      |
+-------+-------------+-----------------+
|  9915 | 3.02133e+06 |    32.0094      |
+-------+-------------+-----------------+
|  9916 | 3.02311e+06 |    26.0633      |
+-------+-------------+-----------------+
|  9917 | 3.02489e+06 |    28.7234      |
+-------+-------------+-----------------+
|  9918 | 3.02667e+06 |    27.732       |
+-------+-------------+-----------------+
|  9919 | 3.02845e+06 |    30.0891      |
+-------+-------------+-----------------+
|  9920 | 3.00176e+06 |    89.5465      |
+-------+-------------+-----------------+
|  9921 | 3.00354e+06 |    95.81        |
+-------+-------------+-----------------+
|  9922 | 3.00532e+06 |   120.403       |
+-------+-------------+-----------------+
|  9923 | 3.0071e+06  |   188.318       |
+-------+-------------+-----------------+
|  9924 | 3.00888e+06 |    69.3862      |
+-------+-------------+-----------------+
|  9925 | 3.01067e+06 |    71.3566      |
+-------+-------------+-----------------+
|  9926 | 3.01245e+06 |    89.9435      |
+-------+-------------+-----------------+
|  9927 | 3.01423e+06 |    88.8428      |
+-------+-------------+-----------------+
|  9928 | 3.01601e+06 |    96.4392      |
+-------+-------------+-----------------+
|  9929 | 3.0178e+06  |   120.099       |
+-------+-------------+-----------------+
|  9930 | 3.01958e+06 |   188.327       |
+-------+-------------+-----------------+
|  9931 | 3.02136e+06 |    69.2632      |
+-------+-------------+-----------------+
|  9932 | 3.02314e+06 |    71.5795      |
+-------+-------------+-----------------+
|  9933 | 3.02492e+06 |    89.6818      |
+-------+-------------+-----------------+
|  9934 | 3.0267e+06  |    89.065       |
+-------+-------------+-----------------+
|  9935 | 3.02849e+06 |    96.4199      |
+-------+-------------+-----------------+
|  9936 | 3.00179e+06 |    96.2364      |
+-------+-------------+-----------------+
|  9937 | 3.00357e+06 |   114.255       |
+-------+-------------+-----------------+
|  9938 | 3.00535e+06 |   125.725       |
+-------+-------------+-----------------+
|  9939 | 3.00714e+06 |   124.222       |
+-------+-------------+-----------------+
|  9940 | 3.00892e+06 |   104.234       |
+-------+-------------+-----------------+
|  9941 | 3.0107e+06  |    98.3393      |
+-------+-------------+-----------------+
|  9942 | 3.01248e+06 |    94.5113      |
+-------+-------------+-----------------+
|  9943 | 3.01426e+06 |    99.8894      |
+-------+-------------+-----------------+
|  9944 | 3.01605e+06 |   114.679       |
+-------+-------------+-----------------+
|  9945 | 3.01783e+06 |   125.458       |
+-------+-------------+-----------------+
|  9946 | 3.01961e+06 |   123.919       |
+-------+-------------+-----------------+
|  9947 | 3.02139e+06 |   103.863       |
+-------+-------------+-----------------+
|  9948 | 3.02317e+06 |    97.9728      |
+-------+-------------+-----------------+
|  9949 | 3.02496e+06 |    94.1956      |
+-------+-------------+-----------------+
|  9950 | 3.02674e+06 |    99.555       |
+-------+-------------+-----------------+
|  9951 | 3.02852e+06 |   114.338       |
+-------+-------------+-----------------+
|  9952 | 3.00182e+06 |    40.0917      |
+-------+-------------+-----------------+
|  9953 | 3.0036e+06  |    57.7074      |
+-------+-------------+-----------------+
|  9954 | 3.00539e+06 |    78.9959      |
+-------+-------------+-----------------+
|  9955 | 3.00717e+06 |   120.011       |
+-------+-------------+-----------------+
|  9956 | 3.00895e+06 |    62.3263      |
+-------+-------------+-----------------+
|  9957 | 3.01073e+06 |    32.6808      |
+-------+-------------+-----------------+
|  9958 | 3.01252e+06 |    29.8909      |
+-------+-------------+-----------------+
|  9959 | 3.0143e+06  |    35.7057      |
+-------+-------------+-----------------+
|  9960 | 3.01608e+06 |    53.6731      |
+-------+-------------+-----------------+
|  9961 | 3.01786e+06 |    78.4516      |
+-------+-------------+-----------------+
|  9962 | 3.01964e+06 |   117.885       |
+-------+-------------+-----------------+
|  9963 | 3.02142e+06 |    62.5716      |
+-------+-------------+-----------------+
|  9964 | 3.02321e+06 |    30.9381      |
+-------+-------------+-----------------+
|  9965 | 3.02499e+06 |    30.3613      |
+-------+-------------+-----------------+
|  9966 | 3.02677e+06 |    34.0891      |
+-------+-------------+-----------------+
|  9967 | 3.02855e+06 |    54.1526      |
+-------+-------------+-----------------+
|  9968 | 3.00186e+06 |   101.936       |
+-------+-------------+-----------------+
|  9969 | 3.00364e+06 |   126.829       |
+-------+-------------+-----------------+
|  9970 | 3.00542e+06 |   153.468       |
+-------+-------------+-----------------+
|  9971 | 3.0072e+06  |   263.06        |
+-------+-------------+-----------------+
|  9972 | 3.00898e+06 |   114.637       |
+-------+-------------+-----------------+
|  9973 | 3.01077e+06 |    72.8275      |
+-------+-------------+-----------------+
|  9974 | 3.01255e+06 |   105.371       |
+-------+-------------+-----------------+
|  9975 | 3.01433e+06 |   107.096       |
+-------+-------------+-----------------+
|  9976 | 3.01611e+06 |   128.391       |
+-------+-------------+-----------------+
|  9977 | 3.01789e+06 |   153.657       |
+-------+-------------+-----------------+
|  9978 | 3.01968e+06 |   262.486       |
+-------+-------------+-----------------+
|  9979 | 3.02146e+06 |   113.915       |
+-------+-------------+-----------------+
|  9980 | 3.02324e+06 |    72.2951      |
+-------+-------------+-----------------+
|  9981 | 3.02502e+06 |   104.458       |
+-------+-------------+-----------------+
|  9982 | 3.0268e+06  |   106.233       |
+-------+-------------+-----------------+
|  9983 | 3.02859e+06 |   127.533       |
+-------+-------------+-----------------+
|  9984 | 3.00189e+06 |   167.459       |
+-------+-------------+-----------------+
|  9985 | 3.00367e+06 |   163.217       |
+-------+-------------+-----------------+
|  9986 | 3.00545e+06 |   190.314       |
+-------+-------------+-----------------+
|  9987 | 3.00724e+06 |   165.605       |
+-------+-------------+-----------------+
|  9988 | 3.00902e+06 |   130.233       |
+-------+-------------+-----------------+
|  9989 | 3.0108e+06  |   149.034       |
+-------+-------------+-----------------+
|  9990 | 3.01258e+06 |   153.765       |
+-------+-------------+-----------------+
|  9991 | 3.01436e+06 |   162.382       |
+-------+-------------+-----------------+
|  9992 | 3.01614e+06 |   164.131       |
+-------+-------------+-----------------+
|  9993 | 3.01793e+06 |   189.455       |
+-------+-------------+-----------------+
|  9994 | 3.01971e+06 |   165.336       |
+-------+-------------+-----------------+
|  9995 | 3.02149e+06 |   129.705       |
+-------+-------------+-----------------+
|  9996 | 3.02327e+06 |   148.66        |
+-------+-------------+-----------------+
|  9997 | 3.02506e+06 |   153.271       |
+-------+-------------+-----------------+
|  9998 | 3.02684e+06 |   161.96        |
+-------+-------------+-----------------+
|  9999 | 3.02862e+06 |   163.725       |
+-------+-------------+-----------------+
| 10000 | 3.00192e+06 |   232.87        |
+-------+-------------+-----------------+
| 10001 | 3.0037e+06  |   194.469       |
+-------+-------------+-----------------+
| 10002 | 3.00549e+06 |   226.189       |
+-------+-------------+-----------------+
| 10003 | 3.00727e+06 |   231.989       |
+-------+-------------+-----------------+
| 10004 | 3.00905e+06 |   195.831       |
+-------+-------------+-----------------+
| 10005 | 3.01083e+06 |   181.916       |
+-------+-------------+-----------------+
| 10006 | 3.01261e+06 |   172.098       |
+-------+-------------+-----------------+
| 10007 | 3.0144e+06  |   230.093       |
+-------+-------------+-----------------+
| 10008 | 3.01618e+06 |   192.065       |
+-------+-------------+-----------------+
| 10009 | 3.01796e+06 |   227.673       |
+-------+-------------+-----------------+
| 10010 | 3.01974e+06 |   230.42        |
+-------+-------------+-----------------+
| 10011 | 3.02152e+06 |   197.321       |
+-------+-------------+-----------------+
| 10012 | 3.02331e+06 |   181.224       |
+-------+-------------+-----------------+
| 10013 | 3.02509e+06 |   174.04        |
+-------+-------------+-----------------+
| 10014 | 3.02687e+06 |   229.125       |
+-------+-------------+-----------------+
| 10015 | 3.02865e+06 |   193.468       |
+-------+-------------+-----------------+
| 10016 | 3.00196e+06 |    86.6109      |
+-------+-------------+-----------------+
| 10017 | 3.00374e+06 |    94.8783      |
+-------+-------------+-----------------+
| 10018 | 3.00552e+06 |   119.482       |
+-------+-------------+-----------------+
| 10019 | 3.0073e+06  |   142.284       |
+-------+-------------+-----------------+
| 10020 | 3.00908e+06 |    95.9823      |
+-------+-------------+-----------------+
| 10021 | 3.01086e+06 |    74.8189      |
+-------+-------------+-----------------+
| 10022 | 3.01265e+06 |    91.1349      |
+-------+-------------+-----------------+
| 10023 | 3.01443e+06 |    83.2385      |
+-------+-------------+-----------------+
| 10024 | 3.01621e+06 |    95.5064      |
+-------+-------------+-----------------+
| 10025 | 3.01799e+06 |   116.873       |
+-------+-------------+-----------------+
| 10026 | 3.01978e+06 |   143.142       |
+-------+-------------+-----------------+
| 10027 | 3.02156e+06 |    94.3044      |
+-------+-------------+-----------------+
| 10028 | 3.02334e+06 |    76.0378      |
+-------+-------------+-----------------+
| 10029 | 3.02512e+06 |    89.6879      |
+-------+-------------+-----------------+
| 10030 | 3.0269e+06  |    83.9487      |
+-------+-------------+-----------------+
| 10031 | 3.02868e+06 |    93.9965      |
+-------+-------------+-----------------+
| 10032 | 3.00199e+06 |   110.688       |
+-------+-------------+-----------------+
| 10033 | 3.00377e+06 |   111.891       |
+-------+-------------+-----------------+
| 10034 | 3.00555e+06 |   160.253       |
+-------+-------------+-----------------+
| 10035 | 3.00733e+06 |   185.753       |
+-------+-------------+-----------------+
| 10036 | 3.00912e+06 |   167.058       |
+-------+-------------+-----------------+
| 10037 | 3.0109e+06  |   105.136       |
+-------+-------------+-----------------+
| 10038 | 3.01268e+06 |    97.7255      |
+-------+-------------+-----------------+
| 10039 | 3.01446e+06 |   112.52        |
+-------+-------------+-----------------+
| 10040 | 3.01624e+06 |   110.26        |
+-------+-------------+-----------------+
| 10041 | 3.01803e+06 |   160.216       |
+-------+-------------+-----------------+
| 10042 | 3.01981e+06 |   183.831       |
+-------+-------------+-----------------+
| 10043 | 3.02159e+06 |   165.585       |
+-------+-------------+-----------------+
| 10044 | 3.02337e+06 |   103.736       |
+-------+-------------+-----------------+
| 10045 | 3.02515e+06 |    95.191       |
+-------+-------------+-----------------+
| 10046 | 3.02694e+06 |   111.347       |
+-------+-------------+-----------------+
| 10047 | 3.02872e+06 |   109.316       |
+-------+-------------+-----------------+
| 10048 | 3.00202e+06 |    95.3247      |
+-------+-------------+-----------------+
| 10049 | 3.0038e+06  |   104.744       |
+-------+-------------+-----------------+
| 10050 | 3.00558e+06 |   117.022       |
+-------+-------------+-----------------+
| 10051 | 3.00737e+06 |   148.175       |
+-------+-------------+-----------------+
| 10052 | 3.00915e+06 |    82.6456      |
+-------+-------------+-----------------+
| 10053 | 3.01093e+06 |    93.0504      |
+-------+-------------+-----------------+
| 10054 | 3.01271e+06 |   105.999       |
+-------+-------------+-----------------+
| 10055 | 3.0145e+06  |    91.8987      |
+-------+-------------+-----------------+
| 10056 | 3.01628e+06 |   106.957       |
+-------+-------------+-----------------+
| 10057 | 3.01806e+06 |   115.386       |
+-------+-------------+-----------------+
| 10058 | 3.01984e+06 |   150.382       |
+-------+-------------+-----------------+
| 10059 | 3.02162e+06 |    81.3096      |
+-------+-------------+-----------------+
| 10060 | 3.0234e+06  |    95.0581      |
+-------+-------------+-----------------+
| 10061 | 3.02519e+06 |   104.927       |
+-------+-------------+-----------------+
| 10062 | 3.02697e+06 |    93.7279      |
+-------+-------------+-----------------+
| 10063 | 3.02875e+06 |   106.07        |
+-------+-------------+-----------------+
| 10064 | 3.00205e+06 |   182.185       |
+-------+-------------+-----------------+
| 10065 | 3.00384e+06 |   214.33        |
+-------+-------------+-----------------+
| 10066 | 3.00562e+06 |   275.534       |
+-------+-------------+-----------------+
| 10067 | 3.0074e+06  |   306.093       |
+-------+-------------+-----------------+
| 10068 | 3.00918e+06 |   194.738       |
+-------+-------------+-----------------+
| 10069 | 3.01096e+06 |   156.403       |
+-------+-------------+-----------------+
| 10070 | 3.01275e+06 |   157.669       |
+-------+-------------+-----------------+
| 10071 | 3.01453e+06 |   185.644       |
+-------+-------------+-----------------+
| 10072 | 3.01631e+06 |   213.837       |
+-------+-------------+-----------------+
| 10073 | 3.01809e+06 |   274.952       |
+-------+-------------+-----------------+
| 10074 | 3.01987e+06 |   305.719       |
+-------+-------------+-----------------+
| 10075 | 3.02166e+06 |   194.515       |
+-------+-------------+-----------------+
| 10076 | 3.02344e+06 |   156.229       |
+-------+-------------+-----------------+
| 10077 | 3.02522e+06 |   157.51        |
+-------+-------------+-----------------+
| 10078 | 3.027e+06   |   185.505       |
+-------+-------------+-----------------+
| 10079 | 3.02878e+06 |   213.704       |
+-------+-------------+-----------------+
| 10080 | 3.00209e+06 |   155.808       |
+-------+-------------+-----------------+
| 10081 | 3.00387e+06 |   144.605       |
+-------+-------------+-----------------+
| 10082 | 3.00565e+06 |   177.056       |
+-------+-------------+-----------------+
| 10083 | 3.00743e+06 |   190.606       |
+-------+-------------+-----------------+
| 10084 | 3.00922e+06 |   146.111       |
+-------+-------------+-----------------+
| 10085 | 3.011e+06   |   145.397       |
+-------+-------------+-----------------+
| 10086 | 3.01278e+06 |   146.903       |
+-------+-------------+-----------------+
| 10087 | 3.01456e+06 |   157.121       |
+-------+-------------+-----------------+
| 10088 | 3.01634e+06 |   143.763       |
+-------+-------------+-----------------+
| 10089 | 3.01812e+06 |   175.511       |
+-------+-------------+-----------------+
| 10090 | 3.01991e+06 |   188.255       |
+-------+-------------+-----------------+
| 10091 | 3.02169e+06 |   145.341       |
+-------+-------------+-----------------+
| 10092 | 3.02347e+06 |   145.27        |
+-------+-------------+-----------------+
| 10093 | 3.02525e+06 |   145.982       |
+-------+-------------+-----------------+
| 10094 | 3.02704e+06 |   157.034       |
+-------+-------------+-----------------+
| 10095 | 3.02882e+06 |   143.798       |
+-------+-------------+-----------------+
| 10096 | 3.00212e+06 |    78.9366      |
+-------+-------------+-----------------+
| 10097 | 3.0039e+06  |    80.3993      |
+-------+-------------+-----------------+
| 10098 | 3.00568e+06 |    94.3237      |
+-------+-------------+-----------------+
| 10099 | 3.00747e+06 |   115.4         |
+-------+-------------+-----------------+
| 10100 | 3.00925e+06 |    87.8317      |
+-------+-------------+-----------------+
| 10101 | 3.01103e+06 |    71.5546      |
+-------+-------------+-----------------+
| 10102 | 3.01281e+06 |    72.2529      |
+-------+-------------+-----------------+
| 10103 | 3.01459e+06 |    67.7862      |
+-------+-------------+-----------------+
| 10104 | 3.01638e+06 |    72.6999      |
+-------+-------------+-----------------+
| 10105 | 3.01816e+06 |    90.5424      |
+-------+-------------+-----------------+
| 10106 | 3.01994e+06 |   113.387       |
+-------+-------------+-----------------+
| 10107 | 3.02172e+06 |    85.9557      |
+-------+-------------+-----------------+
| 10108 | 3.0235e+06  |    71.1906      |
+-------+-------------+-----------------+
| 10109 | 3.02529e+06 |    72.446       |
+-------+-------------+-----------------+
| 10110 | 3.02707e+06 |    67.8867      |
+-------+-------------+-----------------+
| 10111 | 3.02885e+06 |    72.9104      |
+-------+-------------+-----------------+
| 10112 | 3.00215e+06 |   491.205       |
+-------+-------------+-----------------+
| 10113 | 3.00394e+06 |   543.079       |
+-------+-------------+-----------------+
| 10114 | 3.00572e+06 |   695.644       |
+-------+-------------+-----------------+
| 10115 | 3.0075e+06  |   734.849       |
+-------+-------------+-----------------+
| 10116 | 3.00928e+06 |   633.33        |
+-------+-------------+-----------------+
| 10117 | 3.01106e+06 |   457.248       |
+-------+-------------+-----------------+
| 10118 | 3.01284e+06 |   475.812       |
+-------+-------------+-----------------+
| 10119 | 3.01463e+06 |   485.025       |
+-------+-------------+-----------------+
| 10120 | 3.01641e+06 |   540.801       |
+-------+-------------+-----------------+
| 10121 | 3.01819e+06 |   687.251       |
+-------+-------------+-----------------+
| 10122 | 3.01997e+06 |   721.37        |
+-------+-------------+-----------------+
| 10123 | 3.02176e+06 |   623.435       |
+-------+-------------+-----------------+
| 10124 | 3.02354e+06 |   453.466       |
+-------+-------------+-----------------+
| 10125 | 3.02532e+06 |   470.51        |
+-------+-------------+-----------------+
| 10126 | 3.0271e+06  |   480.021       |
+-------+-------------+-----------------+
| 10127 | 3.02888e+06 |   535.327       |
+-------+-------------+-----------------+
| 10128 | 3.00219e+06 |   423.415       |
+-------+-------------+-----------------+
| 10129 | 3.00397e+06 |   462.953       |
+-------+-------------+-----------------+
| 10130 | 3.00575e+06 |   650.454       |
+-------+-------------+-----------------+
| 10131 | 3.00753e+06 |   674.539       |
+-------+-------------+-----------------+
| 10132 | 3.00931e+06 |   582.913       |
+-------+-------------+-----------------+
| 10133 | 3.0111e+06  |   406.865       |
+-------+-------------+-----------------+
| 10134 | 3.01288e+06 |   371.436       |
+-------+-------------+-----------------+
| 10135 | 3.01466e+06 |   428.557       |
+-------+-------------+-----------------+
| 10136 | 3.01644e+06 |   459.944       |
+-------+-------------+-----------------+
| 10137 | 3.01822e+06 |   647.896       |
+-------+-------------+-----------------+
| 10138 | 3.02001e+06 |   674.054       |
+-------+-------------+-----------------+
| 10139 | 3.02179e+06 |   583.548       |
+-------+-------------+-----------------+
| 10140 | 3.02357e+06 |   406.071       |
+-------+-------------+-----------------+
| 10141 | 3.02535e+06 |   372.256       |
+-------+-------------+-----------------+
| 10142 | 3.02713e+06 |   428.995       |
+-------+-------------+-----------------+
| 10143 | 3.02892e+06 |   460.289       |
+-------+-------------+-----------------+
| 10144 | 3.00222e+06 |   335.151       |
+-------+-------------+-----------------+
| 10145 | 3.004e+06   |   391.441       |
+-------+-------------+-----------------+
| 10146 | 3.00578e+06 |   458.931       |
+-------+-------------+-----------------+
| 10147 | 3.00756e+06 |   571.715       |
+-------+-------------+-----------------+
| 10148 | 3.00935e+06 |   515.956       |
+-------+-------------+-----------------+
| 10149 | 3.01113e+06 |   359.421       |
+-------+-------------+-----------------+
| 10150 | 3.01291e+06 |   317.275       |
+-------+-------------+-----------------+
| 10151 | 3.01469e+06 |   354.905       |
+-------+-------------+-----------------+
| 10152 | 3.01648e+06 |   373.21        |
+-------+-------------+-----------------+
| 10153 | 3.01826e+06 |   489.341       |
+-------+-------------+-----------------+
| 10154 | 3.02004e+06 |   547.546       |
+-------+-------------+-----------------+
| 10155 | 3.02182e+06 |   527.45        |
+-------+-------------+-----------------+
| 10156 | 3.0236e+06  |   348.28        |
+-------+-------------+-----------------+
| 10157 | 3.02538e+06 |   330.046       |
+-------+-------------+-----------------+
| 10158 | 3.02717e+06 |   346.066       |
+-------+-------------+-----------------+
| 10159 | 3.02895e+06 |   383.051       |
+-------+-------------+-----------------+
| 10160 | 3.00225e+06 |   361.356       |
+-------+-------------+-----------------+
| 10161 | 3.00403e+06 |   366.068       |
+-------+-------------+-----------------+
| 10162 | 3.00582e+06 |   484.704       |
+-------+-------------+-----------------+
| 10163 | 3.0076e+06  |   558.45        |
+-------+-------------+-----------------+
| 10164 | 3.00938e+06 |   513.318       |
+-------+-------------+-----------------+
| 10165 | 3.01116e+06 |   358.645       |
+-------+-------------+-----------------+
| 10166 | 3.01294e+06 |   327.389       |
+-------+-------------+-----------------+
| 10167 | 3.01473e+06 |   358.551       |
+-------+-------------+-----------------+
| 10168 | 3.01651e+06 |   366.266       |
+-------+-------------+-----------------+
| 10169 | 3.01829e+06 |   484.67        |
+-------+-------------+-----------------+
| 10170 | 3.02007e+06 |   557.195       |
+-------+-------------+-----------------+
| 10171 | 3.02185e+06 |   512.198       |
+-------+-------------+-----------------+
| 10172 | 3.02364e+06 |   358.072       |
+-------+-------------+-----------------+
| 10173 | 3.02542e+06 |   327.11        |
+-------+-------------+-----------------+
| 10174 | 3.0272e+06  |   358.077       |
+-------+-------------+-----------------+
| 10175 | 3.02898e+06 |   365.765       |
+-------+-------------+-----------------+
| 10176 | 3.00228e+06 |   280.259       |
+-------+-------------+-----------------+
| 10177 | 3.00407e+06 |   305.944       |
+-------+-------------+-----------------+
| 10178 | 3.00585e+06 |   378.763       |
+-------+-------------+-----------------+
| 10179 | 3.00763e+06 |   467.018       |
+-------+-------------+-----------------+
| 10180 | 3.00941e+06 |   439.565       |
+-------+-------------+-----------------+
| 10181 | 3.0112e+06  |   265.212       |
+-------+-------------+-----------------+
| 10182 | 3.01298e+06 |   273.877       |
+-------+-------------+-----------------+
| 10183 | 3.01476e+06 |   282.056       |
+-------+-------------+-----------------+
| 10184 | 3.01654e+06 |   309.403       |
+-------+-------------+-----------------+
| 10185 | 3.01832e+06 |   399.662       |
+-------+-------------+-----------------+
| 10186 | 3.0201e+06  |   456.648       |
+-------+-------------+-----------------+
| 10187 | 3.02189e+06 |   439.178       |
+-------+-------------+-----------------+
| 10188 | 3.02367e+06 |   274.867       |
+-------+-------------+-----------------+
| 10189 | 3.02545e+06 |   267.958       |
+-------+-------------+-----------------+
| 10190 | 3.02723e+06 |   282.194       |
+-------+-------------+-----------------+
| 10191 | 3.02902e+06 |   309.203       |
+-------+-------------+-----------------+
| 10192 | 3.00232e+06 |   466.635       |
+-------+-------------+-----------------+
| 10193 | 3.0041e+06  |   416.842       |
+-------+-------------+-----------------+
| 10194 | 3.00588e+06 |   581.67        |
+-------+-------------+-----------------+
| 10195 | 3.00766e+06 |   589.94        |
+-------+-------------+-----------------+
| 10196 | 3.00945e+06 |   505.697       |
+-------+-------------+-----------------+
| 10197 | 3.01123e+06 |   401.125       |
+-------+-------------+-----------------+
| 10198 | 3.01301e+06 |   358.575       |
+-------+-------------+-----------------+
| 10199 | 3.01479e+06 |   453.736       |
+-------+-------------+-----------------+
| 10200 | 3.01657e+06 |   408.908       |
+-------+-------------+-----------------+
| 10201 | 3.01836e+06 |   576.552       |
+-------+-------------+-----------------+
| 10202 | 3.02014e+06 |   591.592       |
+-------+-------------+-----------------+
| 10203 | 3.02192e+06 |   504.723       |
+-------+-------------+-----------------+
| 10204 | 3.0237e+06  |   400.237       |
+-------+-------------+-----------------+
| 10205 | 3.02548e+06 |   355.22        |
+-------+-------------+-----------------+
| 10206 | 3.02727e+06 |   451.619       |
+-------+-------------+-----------------+
| 10207 | 3.02905e+06 |   407.115       |
+-------+-------------+-----------------+
| 10208 | 3.00235e+06 |   139.581       |
+-------+-------------+-----------------+
| 10209 | 3.00413e+06 |   137.083       |
+-------+-------------+-----------------+
| 10210 | 3.00592e+06 |   179.751       |
+-------+-------------+-----------------+
| 10211 | 3.0077e+06  |   195.256       |
+-------+-------------+-----------------+
| 10212 | 3.00948e+06 |   133.524       |
+-------+-------------+-----------------+
| 10213 | 3.01126e+06 |   118.168       |
+-------+-------------+-----------------+
| 10214 | 3.01304e+06 |   114.082       |
+-------+-------------+-----------------+
| 10215 | 3.01482e+06 |   138.363       |
+-------+-------------+-----------------+
| 10216 | 3.01661e+06 |   138.323       |
+-------+-------------+-----------------+
| 10217 | 3.01839e+06 |   180.009       |
+-------+-------------+-----------------+
| 10218 | 3.02017e+06 |   194.452       |
+-------+-------------+-----------------+
| 10219 | 3.02195e+06 |   133.706       |
+-------+-------------+-----------------+
| 10220 | 3.02374e+06 |   117.6         |
+-------+-------------+-----------------+
| 10221 | 3.02552e+06 |   114.082       |
+-------+-------------+-----------------+
| 10222 | 3.0273e+06  |   137.846       |
+-------+-------------+-----------------+
| 10223 | 3.02908e+06 |   137.905       |
+-------+-------------+-----------------+
| 10224 | 3.00238e+06 |   264.652       |
+-------+-------------+-----------------+
| 10225 | 3.00417e+06 |   322.393       |
+-------+-------------+-----------------+
| 10226 | 3.00595e+06 |   339.858       |
+-------+-------------+-----------------+
| 10227 | 3.00773e+06 |   365.152       |
+-------+-------------+-----------------+
| 10228 | 3.00951e+06 |   290.848       |
+-------+-------------+-----------------+
| 10229 | 3.01129e+06 |   272.822       |
+-------+-------------+-----------------+
| 10230 | 3.01308e+06 |   247.807       |
+-------+-------------+-----------------+
| 10231 | 3.01486e+06 |   277.747       |
+-------+-------------+-----------------+
| 10232 | 3.01664e+06 |   306.948       |
+-------+-------------+-----------------+
| 10233 | 3.01842e+06 |   353.342       |
+-------+-------------+-----------------+
| 10234 | 3.0202e+06  |   361.315       |
+-------+-------------+-----------------+
| 10235 | 3.02199e+06 |   301.715       |
+-------+-------------+-----------------+
| 10236 | 3.02377e+06 |   258.397       |
+-------+-------------+-----------------+
| 10237 | 3.02555e+06 |   257.175       |
+-------+-------------+-----------------+
| 10238 | 3.02733e+06 |   271.916       |
+-------+-------------+-----------------+
| 10239 | 3.02911e+06 |   312.094       |
+-------+-------------+-----------------+
| 10240 | 3.00242e+06 |   305.627       |
+-------+-------------+-----------------+
| 10241 | 3.0042e+06  |   316.299       |
+-------+-------------+-----------------+
| 10242 | 3.00598e+06 |   460.175       |
+-------+-------------+-----------------+
| 10243 | 3.00776e+06 |   459.79        |
+-------+-------------+-----------------+
| 10244 | 3.00954e+06 |   304.566       |
+-------+-------------+-----------------+
| 10245 | 3.01133e+06 |   223.356       |
+-------+-------------+-----------------+
| 10246 | 3.01311e+06 |   246.262       |
+-------+-------------+-----------------+
| 10247 | 3.01489e+06 |   287.198       |
+-------+-------------+-----------------+
| 10248 | 3.01667e+06 |   319.553       |
+-------+-------------+-----------------+
| 10249 | 3.01846e+06 |   465.099       |
+-------+-------------+-----------------+
| 10250 | 3.02024e+06 |   449.989       |
+-------+-------------+-----------------+
| 10251 | 3.02202e+06 |   308.41        |
+-------+-------------+-----------------+
| 10252 | 3.0238e+06  |   213.801       |
+-------+-------------+-----------------+
| 10253 | 3.02558e+06 |   243.925       |
+-------+-------------+-----------------+
| 10254 | 3.02736e+06 |   289.475       |
+-------+-------------+-----------------+
| 10255 | 3.02915e+06 |   318.337       |
+-------+-------------+-----------------+
| 10256 | 3.00245e+06 |   279.669       |
+-------+-------------+-----------------+
| 10257 | 3.00423e+06 |   300.795       |
+-------+-------------+-----------------+
| 10258 | 3.00601e+06 |   527.021       |
+-------+-------------+-----------------+
| 10259 | 3.0078e+06  |   431.375       |
+-------+-------------+-----------------+
| 10260 | 3.00958e+06 |   284.467       |
+-------+-------------+-----------------+
| 10261 | 3.01136e+06 |   252.404       |
+-------+-------------+-----------------+
| 10262 | 3.01314e+06 |   254.305       |
+-------+-------------+-----------------+
| 10263 | 3.01492e+06 |   282.431       |
+-------+-------------+-----------------+
| 10264 | 3.01671e+06 |   315.537       |
+-------+-------------+-----------------+
| 10265 | 3.01849e+06 |   530.749       |
+-------+-------------+-----------------+
| 10266 | 3.02027e+06 |   442.233       |
+-------+-------------+-----------------+
| 10267 | 3.02205e+06 |   284.635       |
+-------+-------------+-----------------+
| 10268 | 3.02383e+06 |   263.232       |
+-------+-------------+-----------------+
| 10269 | 3.02562e+06 |   254.949       |
+-------+-------------+-----------------+
| 10270 | 3.0274e+06  |   292.103       |
+-------+-------------+-----------------+
| 10271 | 3.02918e+06 |   317.699       |
+-------+-------------+-----------------+
| 10272 | 3.00248e+06 |   142.072       |
+-------+-------------+-----------------+
| 10273 | 3.00426e+06 |   139.682       |
+-------+-------------+-----------------+
| 10274 | 3.00605e+06 |   198.871       |
+-------+-------------+-----------------+
| 10275 | 3.00783e+06 |   272.323       |
+-------+-------------+-----------------+
| 10276 | 3.00961e+06 |   153.125       |
+-------+-------------+-----------------+
| 10277 | 3.01139e+06 |    76.1855      |
+-------+-------------+-----------------+
| 10278 | 3.01318e+06 |   119.816       |
+-------+-------------+-----------------+
| 10279 | 3.01496e+06 |   146.474       |
+-------+-------------+-----------------+
| 10280 | 3.01674e+06 |   144.233       |
+-------+-------------+-----------------+
| 10281 | 3.01852e+06 |   201.745       |
+-------+-------------+-----------------+
| 10282 | 3.0203e+06  |   271.434       |
+-------+-------------+-----------------+
| 10283 | 3.02208e+06 |   152.551       |
+-------+-------------+-----------------+
| 10284 | 3.02387e+06 |    76.6897      |
+-------+-------------+-----------------+
| 10285 | 3.02565e+06 |   119.374       |
+-------+-------------+-----------------+
| 10286 | 3.02743e+06 |   146.181       |
+-------+-------------+-----------------+
| 10287 | 3.02921e+06 |   143.862       |
+-------+-------------+-----------------+
| 10288 | 3.00252e+06 |    38.6532      |
+-------+-------------+-----------------+
| 10289 | 3.0043e+06  |    43.2273      |
+-------+-------------+-----------------+
| 10290 | 3.00608e+06 |    48.8453      |
+-------+-------------+-----------------+
| 10291 | 3.00786e+06 |    75.0958      |
+-------+-------------+-----------------+
| 10292 | 3.00964e+06 |    45.3477      |
+-------+-------------+-----------------+
| 10293 | 3.01143e+06 |    33.525       |
+-------+-------------+-----------------+
| 10294 | 3.01321e+06 |    41.0776      |
+-------+-------------+-----------------+
| 10295 | 3.01499e+06 |    38.5503      |
+-------+-------------+-----------------+
| 10296 | 3.01677e+06 |    43.0675      |
+-------+-------------+-----------------+
| 10297 | 3.01855e+06 |    48.6618      |
+-------+-------------+-----------------+
| 10298 | 3.02034e+06 |    74.9041      |
+-------+-------------+-----------------+
| 10299 | 3.02212e+06 |    45.154       |
+-------+-------------+-----------------+
| 10300 | 3.0239e+06  |    33.3307      |
+-------+-------------+-----------------+
| 10301 | 3.02568e+06 |    40.8832      |
+-------+-------------+-----------------+
| 10302 | 3.02746e+06 |    38.3559      |
+-------+-------------+-----------------+
| 10303 | 3.02925e+06 |    42.8731      |
+-------+-------------+-----------------+
| 10304 | 3.00255e+06 |   159.465       |
+-------+-------------+-----------------+
| 10305 | 3.00433e+06 |   171.467       |
+-------+-------------+-----------------+
| 10306 | 3.00611e+06 |   237.17        |
+-------+-------------+-----------------+
| 10307 | 3.0079e+06  |   281.695       |
+-------+-------------+-----------------+
| 10308 | 3.00968e+06 |   236.464       |
+-------+-------------+-----------------+
| 10309 | 3.01146e+06 |   152.496       |
+-------+-------------+-----------------+
| 10310 | 3.01324e+06 |   147.048       |
+-------+-------------+-----------------+
| 10311 | 3.01502e+06 |   157.701       |
+-------+-------------+-----------------+
| 10312 | 3.0168e+06  |   170.081       |
+-------+-------------+-----------------+
| 10313 | 3.01859e+06 |   236.416       |
+-------+-------------+-----------------+
| 10314 | 3.02037e+06 |   281.637       |
+-------+-------------+-----------------+
| 10315 | 3.02215e+06 |   235.952       |
+-------+-------------+-----------------+
| 10316 | 3.02393e+06 |   151.473       |
+-------+-------------+-----------------+
| 10317 | 3.02572e+06 |   146.7         |
+-------+-------------+-----------------+
| 10318 | 3.0275e+06  |   156.586       |
+-------+-------------+-----------------+
| 10319 | 3.02928e+06 |   169.466       |
+-------+-------------+-----------------+
| 10320 | 3.00258e+06 |   264.183       |
+-------+-------------+-----------------+
| 10321 | 3.00436e+06 |   244.318       |
+-------+-------------+-----------------+
| 10322 | 3.00615e+06 |   344.92        |
+-------+-------------+-----------------+
| 10323 | 3.00793e+06 |   332.993       |
+-------+-------------+-----------------+
| 10324 | 3.00971e+06 |   248.384       |
+-------+-------------+-----------------+
| 10325 | 3.01149e+06 |   228.188       |
+-------+-------------+-----------------+
| 10326 | 3.01327e+06 |   234.639       |
+-------+-------------+-----------------+
| 10327 | 3.01506e+06 |   257.368       |
+-------+-------------+-----------------+
| 10328 | 3.01684e+06 |   242.803       |
+-------+-------------+-----------------+
| 10329 | 3.01862e+06 |   344.702       |
+-------+-------------+-----------------+
| 10330 | 3.0204e+06  |   332.852       |
+-------+-------------+-----------------+
| 10331 | 3.02218e+06 |   247.974       |
+-------+-------------+-----------------+
| 10332 | 3.02397e+06 |   227.255       |
+-------+-------------+-----------------+
| 10333 | 3.02575e+06 |   233.334       |
+-------+-------------+-----------------+
| 10334 | 3.02753e+06 |   256.345       |
+-------+-------------+-----------------+
| 10335 | 3.02931e+06 |   241.844       |
+-------+-------------+-----------------+
| 10336 | 3.00262e+06 |   221.821       |
+-------+-------------+-----------------+
| 10337 | 3.0044e+06  |   210.127       |
+-------+-------------+-----------------+
| 10338 | 3.00618e+06 |   266.888       |
+-------+-------------+-----------------+
| 10339 | 3.00796e+06 |   284.681       |
+-------+-------------+-----------------+
| 10340 | 3.00974e+06 |   233.922       |
+-------+-------------+-----------------+
| 10341 | 3.01152e+06 |   187.031       |
+-------+-------------+-----------------+
| 10342 | 3.01331e+06 |   178.277       |
+-------+-------------+-----------------+
| 10343 | 3.01509e+06 |   219.947       |
+-------+-------------+-----------------+
| 10344 | 3.01687e+06 |   208.875       |
+-------+-------------+-----------------+
| 10345 | 3.01865e+06 |   268.199       |
+-------+-------------+-----------------+
| 10346 | 3.02044e+06 |   284.68        |
+-------+-------------+-----------------+
| 10347 | 3.02222e+06 |   234.615       |
+-------+-------------+-----------------+
| 10348 | 3.024e+06   |   185.051       |
+-------+-------------+-----------------+
| 10349 | 3.02578e+06 |   177.759       |
+-------+-------------+-----------------+
| 10350 | 3.02756e+06 |   218.663       |
+-------+-------------+-----------------+
| 10351 | 3.02934e+06 |   209.122       |
+-------+-------------+-----------------+
| 10352 | 3.00265e+06 |   134.838       |
+-------+-------------+-----------------+
| 10353 | 3.00443e+06 |   141.775       |
+-------+-------------+-----------------+
| 10354 | 3.00621e+06 |   162.821       |
+-------+-------------+-----------------+
| 10355 | 3.00799e+06 |   217.629       |
+-------+-------------+-----------------+
| 10356 | 3.00978e+06 |   184.625       |
+-------+-------------+-----------------+
| 10357 | 3.01156e+06 |   137.175       |
+-------+-------------+-----------------+
| 10358 | 3.01334e+06 |   133.166       |
+-------+-------------+-----------------+
| 10359 | 3.01512e+06 |   137.312       |
+-------+-------------+-----------------+
| 10360 | 3.0169e+06  |   145.728       |
+-------+-------------+-----------------+
| 10361 | 3.01869e+06 |   169.559       |
+-------+-------------+-----------------+
| 10362 | 3.02047e+06 |   211.124       |
+-------+-------------+-----------------+
| 10363 | 3.02225e+06 |   179.856       |
+-------+-------------+-----------------+
| 10364 | 3.02403e+06 |   135.769       |
+-------+-------------+-----------------+
| 10365 | 3.02581e+06 |   139.831       |
+-------+-------------+-----------------+
| 10366 | 3.0276e+06  |   136.31        |
+-------+-------------+-----------------+
| 10367 | 3.02938e+06 |   146.975       |
+-------+-------------+-----------------+
| 10368 | 3.0009e+06  |  2906.41        |
+-------+-------------+-----------------+
| 10369 | 3.00268e+06 |  2461.84        |
+-------+-------------+-----------------+
| 10370 | 3.00446e+06 |  2463.92        |
+-------+-------------+-----------------+
| 10371 | 3.00625e+06 |  2341.94        |
+-------+-------------+-----------------+
| 10372 | 3.00803e+06 |  1096.25        |
+-------+-------------+-----------------+
| 10373 | 3.00981e+06 |  2617.38        |
+-------+-------------+-----------------+
| 10374 | 3.01159e+06 |  2810.31        |
+-------+-------------+-----------------+
| 10375 | 3.01337e+06 |  2927.1         |
+-------+-------------+-----------------+
| 10376 | 3.01516e+06 |  2456.71        |
+-------+-------------+-----------------+
| 10377 | 3.01694e+06 |  2386.1         |
+-------+-------------+-----------------+
| 10378 | 3.01872e+06 |  2323.92        |
+-------+-------------+-----------------+
| 10379 | 3.0205e+06  |  1095.47        |
+-------+-------------+-----------------+
| 10380 | 3.02228e+06 |  2613.89        |
+-------+-------------+-----------------+
| 10381 | 3.02407e+06 |  2795.01        |
+-------+-------------+-----------------+
| 10382 | 3.02585e+06 |  2917.36        |
+-------+-------------+-----------------+
| 10383 | 3.02763e+06 |  2448.84        |
+-------+-------------+-----------------+
| 10384 | 3.00093e+06 |  2237.59        |
+-------+-------------+-----------------+
| 10385 | 3.00272e+06 |  2359.6         |
+-------+-------------+-----------------+
| 10386 | 3.0045e+06  |  2460.41        |
+-------+-------------+-----------------+
| 10387 | 3.00628e+06 |  3363.76        |
+-------+-------------+-----------------+
| 10388 | 3.00806e+06 |  3141.03        |
+-------+-------------+-----------------+
| 10389 | 3.00984e+06 |  2737.89        |
+-------+-------------+-----------------+
| 10390 | 3.01162e+06 |  2578.12        |
+-------+-------------+-----------------+
| 10391 | 3.01341e+06 |  2239.41        |
+-------+-------------+-----------------+
| 10392 | 3.01519e+06 |  2368.41        |
+-------+-------------+-----------------+
| 10393 | 3.01697e+06 |  2472.02        |
+-------+-------------+-----------------+
| 10394 | 3.01875e+06 |  3335.36        |
+-------+-------------+-----------------+
| 10395 | 3.02054e+06 |  3141.19        |
+-------+-------------+-----------------+
| 10396 | 3.02232e+06 |  2739.09        |
+-------+-------------+-----------------+
| 10397 | 3.0241e+06  |  2580.04        |
+-------+-------------+-----------------+
| 10398 | 3.02588e+06 |  2239.01        |
+-------+-------------+-----------------+
| 10399 | 3.02766e+06 |  2367.54        |
+-------+-------------+-----------------+
| 10400 | 3.00097e+06 |  6805.95        |
+-------+-------------+-----------------+
| 10401 | 3.00275e+06 |  6588.34        |
+-------+-------------+-----------------+
| 10402 | 3.00453e+06 |  7211.17        |
+-------+-------------+-----------------+
| 10403 | 3.00631e+06 |  8010.51        |
+-------+-------------+-----------------+
| 10404 | 3.00809e+06 |  8684.85        |
+-------+-------------+-----------------+
| 10405 | 3.00988e+06 |  7507.89        |
+-------+-------------+-----------------+
| 10406 | 3.01166e+06 |  7319.93        |
+-------+-------------+-----------------+
| 10407 | 3.01344e+06 |  6669           |
+-------+-------------+-----------------+
| 10408 | 3.01522e+06 |  6664.23        |
+-------+-------------+-----------------+
| 10409 | 3.017e+06   |  7093.77        |
+-------+-------------+-----------------+
| 10410 | 3.01879e+06 |  8121.31        |
+-------+-------------+-----------------+
| 10411 | 3.02057e+06 |  8646.11        |
+-------+-------------+-----------------+
| 10412 | 3.02235e+06 |  7526.6         |
+-------+-------------+-----------------+
| 10413 | 3.02413e+06 |  7251.59        |
+-------+-------------+-----------------+
| 10414 | 3.02591e+06 |  6698.33        |
+-------+-------------+-----------------+
| 10415 | 3.0277e+06  |  6603.36        |
+-------+-------------+-----------------+
| 10416 | 3.001e+06   |  2348.69        |
+-------+-------------+-----------------+
| 10417 | 3.00278e+06 |  2353.08        |
+-------+-------------+-----------------+
| 10418 | 3.00456e+06 |  2458.51        |
+-------+-------------+-----------------+
| 10419 | 3.00634e+06 |  3040.55        |
+-------+-------------+-----------------+
| 10420 | 3.00813e+06 |  2766.91        |
+-------+-------------+-----------------+
| 10421 | 3.00991e+06 |  2782.52        |
+-------+-------------+-----------------+
| 10422 | 3.01169e+06 |  2345.02        |
+-------+-------------+-----------------+
| 10423 | 3.01347e+06 |  2454.57        |
+-------+-------------+-----------------+
| 10424 | 3.01526e+06 |  2422.84        |
+-------+-------------+-----------------+
| 10425 | 3.01704e+06 |  2497.83        |
+-------+-------------+-----------------+
| 10426 | 3.01882e+06 |  3049.04        |
+-------+-------------+-----------------+
| 10427 | 3.0206e+06  |  2732.45        |
+-------+-------------+-----------------+
| 10428 | 3.02238e+06 |  2755.89        |
+-------+-------------+-----------------+
| 10429 | 3.02416e+06 |  2332.81        |
+-------+-------------+-----------------+
| 10430 | 3.02595e+06 |  2434.23        |
+-------+-------------+-----------------+
| 10431 | 3.02773e+06 |  2400.56        |
+-------+-------------+-----------------+
| 10432 | 3.00103e+06 |  2363.67        |
+-------+-------------+-----------------+
| 10433 | 3.00281e+06 |  2578.3         |
+-------+-------------+-----------------+
| 10434 | 3.0046e+06  |  2696.19        |
+-------+-------------+-----------------+
| 10435 | 3.00638e+06 |  3643.18        |
+-------+-------------+-----------------+
| 10436 | 3.00816e+06 |  2442.17        |
+-------+-------------+-----------------+
| 10437 | 3.00994e+06 |  2754.59        |
+-------+-------------+-----------------+
| 10438 | 3.01172e+06 |  2595.15        |
+-------+-------------+-----------------+
| 10439 | 3.01351e+06 |  2329.94        |
+-------+-------------+-----------------+
| 10440 | 3.01529e+06 |  2565.1         |
+-------+-------------+-----------------+
| 10441 | 3.01707e+06 |  2687.1         |
+-------+-------------+-----------------+
| 10442 | 3.01885e+06 |  3633.15        |
+-------+-------------+-----------------+
| 10443 | 3.02063e+06 |  2431.27        |
+-------+-------------+-----------------+
| 10444 | 3.02242e+06 |  2744.2         |
+-------+-------------+-----------------+
| 10445 | 3.0242e+06  |  2586.27        |
+-------+-------------+-----------------+
| 10446 | 3.02598e+06 |  2320.49        |
+-------+-------------+-----------------+
| 10447 | 3.02776e+06 |  2555.92        |
+-------+-------------+-----------------+
| 10448 | 3.00106e+06 |  3248.34        |
+-------+-------------+-----------------+
| 10449 | 3.00285e+06 |  3351.44        |
+-------+-------------+-----------------+
| 10450 | 3.00463e+06 |  3418.9         |
+-------+-------------+-----------------+
| 10451 | 3.00641e+06 |  4657.05        |
+-------+-------------+-----------------+
| 10452 | 3.00819e+06 |  3148.41        |
+-------+-------------+-----------------+
| 10453 | 3.00998e+06 |  3658.9         |
+-------+-------------+-----------------+
| 10454 | 3.01176e+06 |  3395.98        |
+-------+-------------+-----------------+
| 10455 | 3.01354e+06 |  3189.54        |
+-------+-------------+-----------------+
| 10456 | 3.01532e+06 |  3304.36        |
+-------+-------------+-----------------+
| 10457 | 3.0171e+06  |  3492.95        |
+-------+-------------+-----------------+
| 10458 | 3.01888e+06 |  4622.05        |
+-------+-------------+-----------------+
| 10459 | 3.02067e+06 |  3209.42        |
+-------+-------------+-----------------+
| 10460 | 3.02245e+06 |  3639.05        |
+-------+-------------+-----------------+
| 10461 | 3.02423e+06 |  3480.74        |
+-------+-------------+-----------------+
| 10462 | 3.02601e+06 |  3182.53        |
+-------+-------------+-----------------+
| 10463 | 3.0278e+06  |  3359.81        |
+-------+-------------+-----------------+
| 10464 | 3.0011e+06  |  2426.39        |
+-------+-------------+-----------------+
| 10465 | 3.00288e+06 |  2321.89        |
+-------+-------------+-----------------+
| 10466 | 3.00466e+06 |  2337.87        |
+-------+-------------+-----------------+
| 10467 | 3.00644e+06 |  2886.32        |
+-------+-------------+-----------------+
| 10468 | 3.00823e+06 |  2531.24        |
+-------+-------------+-----------------+
| 10469 | 3.01001e+06 |  2958.97        |
+-------+-------------+-----------------+
| 10470 | 3.01179e+06 |  2742.4         |
+-------+-------------+-----------------+
| 10471 | 3.01357e+06 |  2381.72        |
+-------+-------------+-----------------+
| 10472 | 3.01535e+06 |  2341.42        |
+-------+-------------+-----------------+
| 10473 | 3.01714e+06 |  2285.07        |
+-------+-------------+-----------------+
| 10474 | 3.01892e+06 |  2893.45        |
+-------+-------------+-----------------+
| 10475 | 3.0207e+06  |  2484.88        |
+-------+-------------+-----------------+
| 10476 | 3.02248e+06 |  2961.82        |
+-------+-------------+-----------------+
| 10477 | 3.02426e+06 |  2700.46        |
+-------+-------------+-----------------+
| 10478 | 3.02605e+06 |  2379.32        |
+-------+-------------+-----------------+
| 10479 | 3.02783e+06 |  2303.96        |
+-------+-------------+-----------------+
| 10480 | 3.00113e+06 |  1899.06        |
+-------+-------------+-----------------+
| 10481 | 3.00291e+06 |  1889.76        |
+-------+-------------+-----------------+
| 10482 | 3.0047e+06  |  2253.01        |
+-------+-------------+-----------------+
| 10483 | 3.00648e+06 |  2662.31        |
+-------+-------------+-----------------+
| 10484 | 3.00826e+06 |  3286.85        |
+-------+-------------+-----------------+
| 10485 | 3.01004e+06 |  2290.16        |
+-------+-------------+-----------------+
| 10486 | 3.01182e+06 |  1847.39        |
+-------+-------------+-----------------+
| 10487 | 3.0136e+06  |  1933.44        |
+-------+-------------+-----------------+
| 10488 | 3.01539e+06 |  1916.34        |
+-------+-------------+-----------------+
| 10489 | 3.01717e+06 |  2252.04        |
+-------+-------------+-----------------+
| 10490 | 3.01895e+06 |  2680.35        |
+-------+-------------+-----------------+
| 10491 | 3.02073e+06 |  3300.4         |
+-------+-------------+-----------------+
| 10492 | 3.02252e+06 |  2295.47        |
+-------+-------------+-----------------+
| 10493 | 3.0243e+06  |  1850.08        |
+-------+-------------+-----------------+
| 10494 | 3.02608e+06 |  1942.63        |
+-------+-------------+-----------------+
| 10495 | 3.02786e+06 |  1925.41        |
+-------+-------------+-----------------+
| 10496 | 3.00116e+06 |  3757.19        |
+-------+-------------+-----------------+
| 10497 | 3.00295e+06 |  3862.06        |
+-------+-------------+-----------------+
| 10498 | 3.00473e+06 |  4236.68        |
+-------+-------------+-----------------+
| 10499 | 3.00651e+06 |  5497.67        |
+-------+-------------+-----------------+
| 10500 | 3.00829e+06 |  5891.32        |
+-------+-------------+-----------------+
| 10501 | 3.01007e+06 |  4729.97        |
+-------+-------------+-----------------+
| 10502 | 3.01186e+06 |  4622.7         |
+-------+-------------+-----------------+
| 10503 | 3.01364e+06 |  3777.01        |
+-------+-------------+-----------------+
| 10504 | 3.01542e+06 |  3877.41        |
+-------+-------------+-----------------+
| 10505 | 3.0172e+06  |  4226.24        |
+-------+-------------+-----------------+
| 10506 | 3.01898e+06 |  5522.4         |
+-------+-------------+-----------------+
| 10507 | 3.02077e+06 |  5942.88        |
+-------+-------------+-----------------+
| 10508 | 3.02255e+06 |  4747.82        |
+-------+-------------+-----------------+
| 10509 | 3.02433e+06 |  4613.49        |
+-------+-------------+-----------------+
| 10510 | 3.02611e+06 |  3772.07        |
+-------+-------------+-----------------+
| 10511 | 3.02789e+06 |  3869.95        |
+-------+-------------+-----------------+
| 10512 | 3.0012e+06  |  2232.65        |
+-------+-------------+-----------------+
| 10513 | 3.00298e+06 |  2367.47        |
+-------+-------------+-----------------+
| 10514 | 3.00476e+06 |  2437.98        |
+-------+-------------+-----------------+
| 10515 | 3.00654e+06 |  3497.98        |
+-------+-------------+-----------------+
| 10516 | 3.00832e+06 |  3701.57        |
+-------+-------------+-----------------+
| 10517 | 3.01011e+06 |  2684.14        |
+-------+-------------+-----------------+
| 10518 | 3.01189e+06 |  2782.12        |
+-------+-------------+-----------------+
| 10519 | 3.01367e+06 |  2085.22        |
+-------+-------------+-----------------+
| 10520 | 3.01545e+06 |  2258.48        |
+-------+-------------+-----------------+
| 10521 | 3.01724e+06 |  2372.23        |
+-------+-------------+-----------------+
| 10522 | 3.01902e+06 |  3464.88        |
+-------+-------------+-----------------+
| 10523 | 3.0208e+06  |  3681.45        |
+-------+-------------+-----------------+
| 10524 | 3.02258e+06 |  2663.2         |
+-------+-------------+-----------------+
| 10525 | 3.02436e+06 |  2751.3         |
+-------+-------------+-----------------+
| 10526 | 3.02614e+06 |  2065.81        |
+-------+-------------+-----------------+
| 10527 | 3.02793e+06 |  2241.66        |
+-------+-------------+-----------------+
| 10528 | 3.00123e+06 |  3091.46        |
+-------+-------------+-----------------+
| 10529 | 3.00301e+06 |  3161           |
+-------+-------------+-----------------+
| 10530 | 3.00479e+06 |  3550.64        |
+-------+-------------+-----------------+
| 10531 | 3.00658e+06 |  5360.56        |
+-------+-------------+-----------------+
| 10532 | 3.00836e+06 |  3526.76        |
+-------+-------------+-----------------+
| 10533 | 3.01014e+06 |  3375.88        |
+-------+-------------+-----------------+
| 10534 | 3.01192e+06 |  3039.46        |
+-------+-------------+-----------------+
| 10535 | 3.0137e+06  |  2978.44        |
+-------+-------------+-----------------+
| 10536 | 3.01549e+06 |  3112.9         |
+-------+-------------+-----------------+
| 10537 | 3.01727e+06 |  3544.29        |
+-------+-------------+-----------------+
| 10538 | 3.01905e+06 |  5355.31        |
+-------+-------------+-----------------+
| 10539 | 3.02083e+06 |  3534.57        |
+-------+-------------+-----------------+
| 10540 | 3.02261e+06 |  3370.36        |
+-------+-------------+-----------------+
| 10541 | 3.0244e+06  |  3037.86        |
+-------+-------------+-----------------+
| 10542 | 3.02618e+06 |  2973.75        |
+-------+-------------+-----------------+
| 10543 | 3.02796e+06 |  3114.07        |
+-------+-------------+-----------------+
| 10544 | 3.00126e+06 |  3351.07        |
+-------+-------------+-----------------+
| 10545 | 3.00304e+06 |  3386.84        |
+-------+-------------+-----------------+
| 10546 | 3.00483e+06 |  4104.4         |
+-------+-------------+-----------------+
| 10547 | 3.00661e+06 |  4922.44        |
+-------+-------------+-----------------+
| 10548 | 3.00839e+06 |  4952.36        |
+-------+-------------+-----------------+
| 10549 | 3.01017e+06 |  3704.7         |
+-------+-------------+-----------------+
| 10550 | 3.01196e+06 |  2718.58        |
+-------+-------------+-----------------+
| 10551 | 3.01374e+06 |  3225.82        |
+-------+-------------+-----------------+
| 10552 | 3.01552e+06 |  3368.06        |
+-------+-------------+-----------------+
| 10553 | 3.0173e+06  |  4104.39        |
+-------+-------------+-----------------+
| 10554 | 3.01908e+06 |  4852.11        |
+-------+-------------+-----------------+
| 10555 | 3.02086e+06 |  4885.68        |
+-------+-------------+-----------------+
| 10556 | 3.02265e+06 |  3676.48        |
+-------+-------------+-----------------+
| 10557 | 3.02443e+06 |  2725.99        |
+-------+-------------+-----------------+
| 10558 | 3.02621e+06 |  3197.91        |
+-------+-------------+-----------------+
| 10559 | 3.02799e+06 |  3333.59        |
+-------+-------------+-----------------+
| 10560 | 3.0013e+06  |  5288.98        |
+-------+-------------+-----------------+
| 10561 | 3.00308e+06 |  5650.24        |
+-------+-------------+-----------------+
| 10562 | 3.00486e+06 |  5283.48        |
+-------+-------------+-----------------+
| 10563 | 3.00664e+06 |  7189.12        |
+-------+-------------+-----------------+
| 10564 | 3.00842e+06 |  8537.54        |
+-------+-------------+-----------------+
| 10565 | 3.01021e+06 |  5149.25        |
+-------+-------------+-----------------+
| 10566 | 3.01199e+06 |  4321.78        |
+-------+-------------+-----------------+
| 10567 | 3.01377e+06 |  5111.62        |
+-------+-------------+-----------------+
| 10568 | 3.01555e+06 |  5526.88        |
+-------+-------------+-----------------+
| 10569 | 3.01733e+06 |  5236.89        |
+-------+-------------+-----------------+
| 10570 | 3.01912e+06 |  7132.16        |
+-------+-------------+-----------------+
| 10571 | 3.0209e+06  |  8507.67        |
+-------+-------------+-----------------+
| 10572 | 3.02268e+06 |  5152.83        |
+-------+-------------+-----------------+
| 10573 | 3.02446e+06 |  4330.32        |
+-------+-------------+-----------------+
| 10574 | 3.02624e+06 |  5119.94        |
+-------+-------------+-----------------+
| 10575 | 3.02803e+06 |  5538.27        |
+-------+-------------+-----------------+
| 10576 | 3.00133e+06 |  3330.68        |
+-------+-------------+-----------------+
| 10577 | 3.00311e+06 |  3118.55        |
+-------+-------------+-----------------+
| 10578 | 3.00489e+06 |  3257.67        |
+-------+-------------+-----------------+
| 10579 | 3.00668e+06 |  4581.45        |
+-------+-------------+-----------------+
| 10580 | 3.00846e+06 |  5364.24        |
+-------+-------------+-----------------+
| 10581 | 3.01024e+06 |  3300.48        |
+-------+-------------+-----------------+
| 10582 | 3.01202e+06 |  3445.51        |
+-------+-------------+-----------------+
| 10583 | 3.0138e+06  |  3339.88        |
+-------+-------------+-----------------+
| 10584 | 3.01558e+06 |  3106.11        |
+-------+-------------+-----------------+
| 10585 | 3.01737e+06 |  3268.38        |
+-------+-------------+-----------------+
| 10586 | 3.01915e+06 |  4554.57        |
+-------+-------------+-----------------+
| 10587 | 3.02093e+06 |  5368.04        |
+-------+-------------+-----------------+
| 10588 | 3.02271e+06 |  3291.9         |
+-------+-------------+-----------------+
| 10589 | 3.0245e+06  |  3416.41        |
+-------+-------------+-----------------+
| 10590 | 3.02628e+06 |  3322.28        |
+-------+-------------+-----------------+
| 10591 | 3.02806e+06 |  3089.11        |
+-------+-------------+-----------------+
| 10592 | 3.00136e+06 |  2609.05        |
+-------+-------------+-----------------+
| 10593 | 3.00314e+06 |  2791.28        |
+-------+-------------+-----------------+
| 10594 | 3.00493e+06 |  2675.94        |
+-------+-------------+-----------------+
| 10595 | 3.00671e+06 |  3050.37        |
+-------+-------------+-----------------+
| 10596 | 3.00849e+06 |  3043.4         |
+-------+-------------+-----------------+
| 10597 | 3.01027e+06 |  2866.68        |
+-------+-------------+-----------------+
| 10598 | 3.01205e+06 |  2647.77        |
+-------+-------------+-----------------+
| 10599 | 3.01384e+06 |  2685.85        |
+-------+-------------+-----------------+
| 10600 | 3.01562e+06 |  2796.18        |
+-------+-------------+-----------------+
| 10601 | 3.0174e+06  |  2741.02        |
+-------+-------------+-----------------+
| 10602 | 3.01918e+06 |  3090.32        |
+-------+-------------+-----------------+
| 10603 | 3.02096e+06 |  3084.89        |
+-------+-------------+-----------------+
| 10604 | 3.02275e+06 |  2894.32        |
+-------+-------------+-----------------+
| 10605 | 3.02453e+06 |  2685.9         |
+-------+-------------+-----------------+
| 10606 | 3.02631e+06 |  2711.26        |
+-------+-------------+-----------------+
| 10607 | 3.02809e+06 |  2815.91        |
+-------+-------------+-----------------+
| 10608 | 3.0014e+06  |  2153.28        |
+-------+-------------+-----------------+
| 10609 | 3.00318e+06 |  1992.15        |
+-------+-------------+-----------------+
| 10610 | 3.00496e+06 |  2232.66        |
+-------+-------------+-----------------+
| 10611 | 3.00674e+06 |  2436.32        |
+-------+-------------+-----------------+
| 10612 | 3.00852e+06 |  2432.31        |
+-------+-------------+-----------------+
| 10613 | 3.0103e+06  |  2264.1         |
+-------+-------------+-----------------+
| 10614 | 3.01209e+06 |  2072.52        |
+-------+-------------+-----------------+
| 10615 | 3.01387e+06 |  2145.12        |
+-------+-------------+-----------------+
| 10616 | 3.01565e+06 |  1976.86        |
+-------+-------------+-----------------+
| 10617 | 3.01743e+06 |  2237.33        |
+-------+-------------+-----------------+
| 10618 | 3.01922e+06 |  2438.77        |
+-------+-------------+-----------------+
| 10619 | 3.021e+06   |  2435.67        |
+-------+-------------+-----------------+
| 10620 | 3.02278e+06 |  2256.66        |
+-------+-------------+-----------------+
| 10621 | 3.02456e+06 |  2071.2         |
+-------+-------------+-----------------+
| 10622 | 3.02634e+06 |  2138.42        |
+-------+-------------+-----------------+
| 10623 | 3.02812e+06 |  1975.56        |
+-------+-------------+-----------------+
| 10624 | 3.00143e+06 |  3873.03        |
+-------+-------------+-----------------+
| 10625 | 3.00321e+06 |  3358.08        |
+-------+-------------+-----------------+
| 10626 | 3.00499e+06 |  4146.23        |
+-------+-------------+-----------------+
| 10627 | 3.00677e+06 |  4535.76        |
+-------+-------------+-----------------+
| 10628 | 3.00856e+06 |  3405.34        |
+-------+-------------+-----------------+
| 10629 | 3.01034e+06 |  3636.1         |
+-------+-------------+-----------------+
| 10630 | 3.01212e+06 |  3353.29        |
+-------+-------------+-----------------+
| 10631 | 3.0139e+06  |  3787.04        |
+-------+-------------+-----------------+
| 10632 | 3.01568e+06 |  3298.38        |
+-------+-------------+-----------------+
| 10633 | 3.01747e+06 |  4086.1         |
+-------+-------------+-----------------+
| 10634 | 3.01925e+06 |  4488.45        |
+-------+-------------+-----------------+
| 10635 | 3.02103e+06 |  3337.9         |
+-------+-------------+-----------------+
| 10636 | 3.02281e+06 |  3560.48        |
+-------+-------------+-----------------+
| 10637 | 3.02459e+06 |  3283.95        |
+-------+-------------+-----------------+
| 10638 | 3.02638e+06 |  3715.89        |
+-------+-------------+-----------------+
| 10639 | 3.02816e+06 |  3227.93        |
+-------+-------------+-----------------+
| 10640 | 3.00146e+06 |  1727.12        |
+-------+-------------+-----------------+
| 10641 | 3.00324e+06 |  1697.37        |
+-------+-------------+-----------------+
| 10642 | 3.00502e+06 |  2402.36        |
+-------+-------------+-----------------+
| 10643 | 3.00681e+06 |  2400.23        |
+-------+-------------+-----------------+
| 10644 | 3.00859e+06 |  1954.79        |
+-------+-------------+-----------------+
| 10645 | 3.01037e+06 |  1606.62        |
+-------+-------------+-----------------+
| 10646 | 3.01215e+06 |  1497.23        |
+-------+-------------+-----------------+
| 10647 | 3.01394e+06 |  1893.31        |
+-------+-------------+-----------------+
| 10648 | 3.01572e+06 |  1808.15        |
+-------+-------------+-----------------+
| 10649 | 3.0175e+06  |  2539.26        |
+-------+-------------+-----------------+
| 10650 | 3.01928e+06 |  2415.89        |
+-------+-------------+-----------------+
| 10651 | 3.02106e+06 |  1949.83        |
+-------+-------------+-----------------+
| 10652 | 3.02284e+06 |  1614.91        |
+-------+-------------+-----------------+
| 10653 | 3.02463e+06 |  1486.46        |
+-------+-------------+-----------------+
| 10654 | 3.02641e+06 |  1884.79        |
+-------+-------------+-----------------+
| 10655 | 3.02819e+06 |  1803.97        |
+-------+-------------+-----------------+
| 10656 | 3.00149e+06 |  1349.34        |
+-------+-------------+-----------------+
| 10657 | 3.00328e+06 |  1376.95        |
+-------+-------------+-----------------+
| 10658 | 3.00506e+06 |  1874.2         |
+-------+-------------+-----------------+
| 10659 | 3.00684e+06 |  2143.09        |
+-------+-------------+-----------------+
| 10660 | 3.00862e+06 |  2337.37        |
+-------+-------------+-----------------+
| 10661 | 3.0104e+06  |  1628.73        |
+-------+-------------+-----------------+
| 10662 | 3.01219e+06 |  1409.31        |
+-------+-------------+-----------------+
| 10663 | 3.01397e+06 |  1392.85        |
+-------+-------------+-----------------+
| 10664 | 3.01575e+06 |  1369.41        |
+-------+-------------+-----------------+
| 10665 | 3.01753e+06 |  1871.12        |
+-------+-------------+-----------------+
| 10666 | 3.01931e+06 |  2156.98        |
+-------+-------------+-----------------+
| 10667 | 3.0211e+06  |  2350.62        |
+-------+-------------+-----------------+
| 10668 | 3.02288e+06 |  1632.77        |
+-------+-------------+-----------------+
| 10669 | 3.02466e+06 |  1422.36        |
+-------+-------------+-----------------+
| 10670 | 3.02644e+06 |  1388.42        |
+-------+-------------+-----------------+
| 10671 | 3.02822e+06 |  1371.47        |
+-------+-------------+-----------------+
| 10672 | 3.00153e+06 |  3361.3         |
+-------+-------------+-----------------+
| 10673 | 3.00331e+06 |  2853.36        |
+-------+-------------+-----------------+
| 10674 | 3.00509e+06 |  3836.24        |
+-------+-------------+-----------------+
| 10675 | 3.00687e+06 |  4685.45        |
+-------+-------------+-----------------+
| 10676 | 3.00866e+06 |  5828.07        |
+-------+-------------+-----------------+
| 10677 | 3.01044e+06 |  4056.63        |
+-------+-------------+-----------------+
| 10678 | 3.01222e+06 |  3297.62        |
+-------+-------------+-----------------+
| 10679 | 3.014e+06   |  3335.32        |
+-------+-------------+-----------------+
| 10680 | 3.01578e+06 |  2868.23        |
+-------+-------------+-----------------+
| 10681 | 3.01756e+06 |  3856.3         |
+-------+-------------+-----------------+
| 10682 | 3.01935e+06 |  4665.96        |
+-------+-------------+-----------------+
| 10683 | 3.02113e+06 |  5817.95        |
+-------+-------------+-----------------+
| 10684 | 3.02291e+06 |  4058.89        |
+-------+-------------+-----------------+
| 10685 | 3.02469e+06 |  3304.84        |
+-------+-------------+-----------------+
| 10686 | 3.02648e+06 |  3337.6         |
+-------+-------------+-----------------+
| 10687 | 3.02826e+06 |  2869.43        |
+-------+-------------+-----------------+
| 10688 | 3.00156e+06 |  3672.62        |
+-------+-------------+-----------------+
| 10689 | 3.00334e+06 |  3954.89        |
+-------+-------------+-----------------+
| 10690 | 3.00512e+06 |  4728.64        |
+-------+-------------+-----------------+
| 10691 | 3.00691e+06 |  6520.68        |
+-------+-------------+-----------------+
| 10692 | 3.00869e+06 |  8068.68        |
+-------+-------------+-----------------+
| 10693 | 3.01047e+06 |  4645.03        |
+-------+-------------+-----------------+
| 10694 | 3.01225e+06 |  4640.74        |
+-------+-------------+-----------------+
| 10695 | 3.01403e+06 |  3499.94        |
+-------+-------------+-----------------+
| 10696 | 3.01582e+06 |  3932.61        |
+-------+-------------+-----------------+
| 10697 | 3.0176e+06  |  4864.53        |
+-------+-------------+-----------------+
| 10698 | 3.01938e+06 |  6879.91        |
+-------+-------------+-----------------+
| 10699 | 3.02116e+06 |  8362.79        |
+-------+-------------+-----------------+
| 10700 | 3.02294e+06 |  4773.65        |
+-------+-------------+-----------------+
| 10701 | 3.02473e+06 |  4588.74        |
+-------+-------------+-----------------+
| 10702 | 3.02651e+06 |  3564.19        |
+-------+-------------+-----------------+
| 10703 | 3.02829e+06 |  3978.62        |
+-------+-------------+-----------------+
| 10704 | 3.00159e+06 |  3101.21        |
+-------+-------------+-----------------+
| 10705 | 3.00338e+06 |  3104.27        |
+-------+-------------+-----------------+
| 10706 | 3.00516e+06 |  2727.39        |
+-------+-------------+-----------------+
| 10707 | 3.00694e+06 |  4018.22        |
+-------+-------------+-----------------+
| 10708 | 3.00872e+06 |  4876.23        |
+-------+-------------+-----------------+
| 10709 | 3.0105e+06  |  2847.47        |
+-------+-------------+-----------------+
| 10710 | 3.01228e+06 |  3102.43        |
+-------+-------------+-----------------+
| 10711 | 3.01407e+06 |  2602.84        |
+-------+-------------+-----------------+
| 10712 | 3.01585e+06 |  2908.46        |
+-------+-------------+-----------------+
| 10713 | 3.01763e+06 |  3058.62        |
+-------+-------------+-----------------+
| 10714 | 3.01941e+06 |  3974.31        |
+-------+-------------+-----------------+
| 10715 | 3.0212e+06  |  5048.63        |
+-------+-------------+-----------------+
| 10716 | 3.02298e+06 |  2967.65        |
+-------+-------------+-----------------+
| 10717 | 3.02476e+06 |  3335.48        |
+-------+-------------+-----------------+
| 10718 | 3.02654e+06 |  2703.47        |
+-------+-------------+-----------------+
| 10719 | 3.02832e+06 |  2898.13        |
+-------+-------------+-----------------+
| 10720 | 3.00163e+06 |  7801.93        |
+-------+-------------+-----------------+
| 10721 | 3.00341e+06 |  7279.28        |
+-------+-------------+-----------------+
| 10722 | 3.00519e+06 |  9290.76        |
+-------+-------------+-----------------+
| 10723 | 3.00697e+06 | 10572.5         |
+-------+-------------+-----------------+
| 10724 | 3.00875e+06 | 10445.6         |
+-------+-------------+-----------------+
| 10725 | 3.01054e+06 |  7781.2         |
+-------+-------------+-----------------+
| 10726 | 3.01232e+06 |  7025.94        |
+-------+-------------+-----------------+
| 10727 | 3.0141e+06  |  7789.09        |
+-------+-------------+-----------------+
| 10728 | 3.01588e+06 |  7240.13        |
+-------+-------------+-----------------+
| 10729 | 3.01766e+06 |  9268.52        |
+-------+-------------+-----------------+
| 10730 | 3.01945e+06 | 10706.9         |
+-------+-------------+-----------------+
| 10731 | 3.02123e+06 | 10564.7         |
+-------+-------------+-----------------+
| 10732 | 3.02301e+06 |  7782.68        |
+-------+-------------+-----------------+
| 10733 | 3.02479e+06 |  7005.02        |
+-------+-------------+-----------------+
| 10734 | 3.02657e+06 |  7767.03        |
+-------+-------------+-----------------+
| 10735 | 3.02836e+06 |  7215.91        |
+-------+-------------+-----------------+
| 10736 | 3.00166e+06 |  2248.89        |
+-------+-------------+-----------------+
| 10737 | 3.00344e+06 |  2321.79        |
+-------+-------------+-----------------+
| 10738 | 3.00522e+06 |  2048.29        |
+-------+-------------+-----------------+
| 10739 | 3.007e+06   |  2320.6         |
+-------+-------------+-----------------+
| 10740 | 3.00879e+06 |  2252.66        |
+-------+-------------+-----------------+
| 10741 | 3.01057e+06 |  2036.86        |
+-------+-------------+-----------------+
| 10742 | 3.01235e+06 |  2329.18        |
+-------+-------------+-----------------+
| 10743 | 3.01413e+06 |  2194.94        |
+-------+-------------+-----------------+
| 10744 | 3.01592e+06 |  2367.14        |
+-------+-------------+-----------------+
| 10745 | 3.0177e+06  |  2058.91        |
+-------+-------------+-----------------+
| 10746 | 3.01948e+06 |  2354.42        |
+-------+-------------+-----------------+
| 10747 | 3.02126e+06 |  2276.82        |
+-------+-------------+-----------------+
| 10748 | 3.02304e+06 |  2053.13        |
+-------+-------------+-----------------+
| 10749 | 3.02482e+06 |  2303.1         |
+-------+-------------+-----------------+
| 10750 | 3.02661e+06 |  2202.96        |
+-------+-------------+-----------------+
| 10751 | 3.02839e+06 |  2381.43        |
+-------+-------------+-----------------+
| 10752 | 3.00169e+06 |  3679.7         |
+-------+-------------+-----------------+
| 10753 | 3.00347e+06 |  4155.79        |
+-------+-------------+-----------------+
| 10754 | 3.00526e+06 |  4784.26        |
+-------+-------------+-----------------+
| 10755 | 3.00704e+06 |  5951.86        |
+-------+-------------+-----------------+
| 10756 | 3.00882e+06 |  6511.17        |
+-------+-------------+-----------------+
| 10757 | 3.0106e+06  |  4232.99        |
+-------+-------------+-----------------+
| 10758 | 3.01238e+06 |  4282.45        |
+-------+-------------+-----------------+
| 10759 | 3.01417e+06 |  3724.72        |
+-------+-------------+-----------------+
| 10760 | 3.01595e+06 |  4141.77        |
+-------+-------------+-----------------+
| 10761 | 3.01773e+06 |  4805.39        |
+-------+-------------+-----------------+
| 10762 | 3.01951e+06 |  5929.68        |
+-------+-------------+-----------------+
| 10763 | 3.02129e+06 |  6501.76        |
+-------+-------------+-----------------+
| 10764 | 3.02308e+06 |  4237.74        |
+-------+-------------+-----------------+
| 10765 | 3.02486e+06 |  4300.16        |
+-------+-------------+-----------------+
| 10766 | 3.02664e+06 |  3735.77        |
+-------+-------------+-----------------+
| 10767 | 3.02842e+06 |  4157.1         |
+-------+-------------+-----------------+
| 10768 | 3.00172e+06 |  2278.58        |
+-------+-------------+-----------------+
| 10769 | 3.00351e+06 |  1913.73        |
+-------+-------------+-----------------+
| 10770 | 3.00529e+06 |  1722.11        |
+-------+-------------+-----------------+
| 10771 | 3.00707e+06 |  2236.19        |
+-------+-------------+-----------------+
| 10772 | 3.00885e+06 |  1916.27        |
+-------+-------------+-----------------+
| 10773 | 3.01064e+06 |  1734.52        |
+-------+-------------+-----------------+
| 10774 | 3.01242e+06 |  2091.17        |
+-------+-------------+-----------------+
| 10775 | 3.0142e+06  |  2111.37        |
+-------+-------------+-----------------+
| 10776 | 3.01598e+06 |  1922.13        |
+-------+-------------+-----------------+
| 10777 | 3.01776e+06 |  1790.19        |
+-------+-------------+-----------------+
| 10778 | 3.01954e+06 |  2297.27        |
+-------+-------------+-----------------+
| 10779 | 3.02133e+06 |  1992.99        |
+-------+-------------+-----------------+
| 10780 | 3.02311e+06 |  1804.05        |
+-------+-------------+-----------------+
| 10781 | 3.02489e+06 |  2184.66        |
+-------+-------------+-----------------+
| 10782 | 3.02667e+06 |  2178.18        |
+-------+-------------+-----------------+
| 10783 | 3.02846e+06 |  1973.4         |
+-------+-------------+-----------------+
| 10784 | 3.00176e+06 |  2414.53        |
+-------+-------------+-----------------+
| 10785 | 3.00354e+06 |  2613.27        |
+-------+-------------+-----------------+
| 10786 | 3.00532e+06 |  3061.78        |
+-------+-------------+-----------------+
| 10787 | 3.0071e+06  |  3936.99        |
+-------+-------------+-----------------+
| 10788 | 3.00889e+06 |  3938.13        |
+-------+-------------+-----------------+
| 10789 | 3.01067e+06 |  3149.94        |
+-------+-------------+-----------------+
| 10790 | 3.01245e+06 |  2934.17        |
+-------+-------------+-----------------+
| 10791 | 3.01423e+06 |  2414.95        |
+-------+-------------+-----------------+
| 10792 | 3.01601e+06 |  2603.09        |
+-------+-------------+-----------------+
| 10793 | 3.0178e+06  |  3055.35        |
+-------+-------------+-----------------+
| 10794 | 3.01958e+06 |  3916.41        |
+-------+-------------+-----------------+
| 10795 | 3.02136e+06 |  3946.51        |
+-------+-------------+-----------------+
| 10796 | 3.02314e+06 |  3151.05        |
+-------+-------------+-----------------+
| 10797 | 3.02492e+06 |  2935.87        |
+-------+-------------+-----------------+
| 10798 | 3.02671e+06 |  2414.66        |
+-------+-------------+-----------------+
| 10799 | 3.02849e+06 |  2603.28        |
+-------+-------------+-----------------+
| 10800 | 3.00179e+06 |  3361.95        |
+-------+-------------+-----------------+
| 10801 | 3.00357e+06 |  3853.35        |
+-------+-------------+-----------------+
| 10802 | 3.00536e+06 |  4514.34        |
+-------+-------------+-----------------+
| 10803 | 3.00714e+06 |  4895.75        |
+-------+-------------+-----------------+
| 10804 | 3.00892e+06 |  4591.39        |
+-------+-------------+-----------------+
| 10805 | 3.0107e+06  |  3832.16        |
+-------+-------------+-----------------+
| 10806 | 3.01248e+06 |  3609.33        |
+-------+-------------+-----------------+
| 10807 | 3.01426e+06 |  3226.61        |
+-------+-------------+-----------------+
| 10808 | 3.01605e+06 |  3765.67        |
+-------+-------------+-----------------+
| 10809 | 3.01783e+06 |  4481.2         |
+-------+-------------+-----------------+
| 10810 | 3.01961e+06 |  4915.78        |
+-------+-------------+-----------------+
| 10811 | 3.02139e+06 |  4567.75        |
+-------+-------------+-----------------+
| 10812 | 3.02318e+06 |  3820.59        |
+-------+-------------+-----------------+
| 10813 | 3.02496e+06 |  3583.8         |
+-------+-------------+-----------------+
| 10814 | 3.02674e+06 |  3214.53        |
+-------+-------------+-----------------+
| 10815 | 3.02852e+06 |  3756.53        |
+-------+-------------+-----------------+
| 10816 | 3.00182e+06 |  1594.56        |
+-------+-------------+-----------------+
| 10817 | 3.00361e+06 |  1782.11        |
+-------+-------------+-----------------+
| 10818 | 3.00539e+06 |  1969.79        |
+-------+-------------+-----------------+
| 10819 | 3.00717e+06 |  2408.31        |
+-------+-------------+-----------------+
| 10820 | 3.00895e+06 |  2369.43        |
+-------+-------------+-----------------+
| 10821 | 3.01073e+06 |  2086.31        |
+-------+-------------+-----------------+
| 10822 | 3.01252e+06 |  1806.84        |
+-------+-------------+-----------------+
| 10823 | 3.0143e+06  |  1588.67        |
+-------+-------------+-----------------+
| 10824 | 3.01608e+06 |  1779.61        |
+-------+-------------+-----------------+
| 10825 | 3.01786e+06 |  1991.58        |
+-------+-------------+-----------------+
| 10826 | 3.01964e+06 |  2416.15        |
+-------+-------------+-----------------+
| 10827 | 3.02143e+06 |  2365.35        |
+-------+-------------+-----------------+
| 10828 | 3.02321e+06 |  2088           |
+-------+-------------+-----------------+
| 10829 | 3.02499e+06 |  1804.66        |
+-------+-------------+-----------------+
| 10830 | 3.02677e+06 |  1591.5         |
+-------+-------------+-----------------+
| 10831 | 3.02855e+06 |  1782.3         |
+-------+-------------+-----------------+
| 10832 | 3.00186e+06 |  3129.59        |
+-------+-------------+-----------------+
| 10833 | 3.00364e+06 |  3182.89        |
+-------+-------------+-----------------+
| 10834 | 3.00542e+06 |  3794.96        |
+-------+-------------+-----------------+
| 10835 | 3.0072e+06  |  4357.78        |
+-------+-------------+-----------------+
| 10836 | 3.00898e+06 |  4886.32        |
+-------+-------------+-----------------+
| 10837 | 3.01077e+06 |  3529.84        |
+-------+-------------+-----------------+
| 10838 | 3.01255e+06 |  4065.78        |
+-------+-------------+-----------------+
| 10839 | 3.01433e+06 |  3159.15        |
+-------+-------------+-----------------+
| 10840 | 3.01611e+06 |  3188.33        |
+-------+-------------+-----------------+
| 10841 | 3.0179e+06  |  3812.2         |
+-------+-------------+-----------------+
| 10842 | 3.01968e+06 |  4341.9         |
+-------+-------------+-----------------+
| 10843 | 3.02146e+06 |  4885.79        |
+-------+-------------+-----------------+
| 10844 | 3.02324e+06 |  3527.41        |
+-------+-------------+-----------------+
| 10845 | 3.02502e+06 |  4062.25        |
+-------+-------------+-----------------+
| 10846 | 3.0268e+06  |  3156.12        |
+-------+-------------+-----------------+
| 10847 | 3.02859e+06 |  3185.9         |
+-------+-------------+-----------------+
| 10848 | 3.00189e+06 |  4149.43        |
+-------+-------------+-----------------+
| 10849 | 3.00367e+06 |  3624.32        |
+-------+-------------+-----------------+
| 10850 | 3.00545e+06 |  3669.17        |
+-------+-------------+-----------------+
| 10851 | 3.00724e+06 |  4143.34        |
+-------+-------------+-----------------+
| 10852 | 3.00902e+06 |  3330.62        |
+-------+-------------+-----------------+
| 10853 | 3.0108e+06  |  3832.99        |
+-------+-------------+-----------------+
| 10854 | 3.01258e+06 |  3682.96        |
+-------+-------------+-----------------+
| 10855 | 3.01436e+06 |  3960           |
+-------+-------------+-----------------+
| 10856 | 3.01615e+06 |  3493.85        |
+-------+-------------+-----------------+
| 10857 | 3.01793e+06 |  3631.11        |
+-------+-------------+-----------------+
| 10858 | 3.01971e+06 |  4156.43        |
+-------+-------------+-----------------+
| 10859 | 3.02149e+06 |  3349.94        |
+-------+-------------+-----------------+
| 10860 | 3.02327e+06 |  3837.98        |
+-------+-------------+-----------------+
| 10861 | 3.02506e+06 |  3681.2         |
+-------+-------------+-----------------+
| 10862 | 3.02684e+06 |  3955.78        |
+-------+-------------+-----------------+
| 10863 | 3.02862e+06 |  3488.65        |
+-------+-------------+-----------------+
| 10864 | 3.00192e+06 |  3449.3         |
+-------+-------------+-----------------+
| 10865 | 3.0037e+06  |  3176.31        |
+-------+-------------+-----------------+
| 10866 | 3.00549e+06 |  3888.82        |
+-------+-------------+-----------------+
| 10867 | 3.00727e+06 |  5300.39        |
+-------+-------------+-----------------+
| 10868 | 3.00905e+06 |  4698.84        |
+-------+-------------+-----------------+
| 10869 | 3.01083e+06 |  3287.86        |
+-------+-------------+-----------------+
| 10870 | 3.01262e+06 |  2834.92        |
+-------+-------------+-----------------+
| 10871 | 3.0144e+06  |  3345.47        |
+-------+-------------+-----------------+
| 10872 | 3.01618e+06 |  3120.17        |
+-------+-------------+-----------------+
| 10873 | 3.01796e+06 |  3892.75        |
+-------+-------------+-----------------+
| 10874 | 3.01974e+06 |  5401.24        |
+-------+-------------+-----------------+
| 10875 | 3.02152e+06 |  4730.62        |
+-------+-------------+-----------------+
| 10876 | 3.02331e+06 |  3239.36        |
+-------+-------------+-----------------+
| 10877 | 3.02509e+06 |  2782.88        |
+-------+-------------+-----------------+
| 10878 | 3.02687e+06 |  3319.48        |
+-------+-------------+-----------------+
| 10879 | 3.02865e+06 |  3098.56        |
+-------+-------------+-----------------+
| 10880 | 3.00196e+06 |  5064.6         |
+-------+-------------+-----------------+
| 10881 | 3.00374e+06 |  5256.62        |
+-------+-------------+-----------------+
| 10882 | 3.00552e+06 |  5808.42        |
+-------+-------------+-----------------+
| 10883 | 3.0073e+06  |  6788.59        |
+-------+-------------+-----------------+
| 10884 | 3.00908e+06 |  6482.38        |
+-------+-------------+-----------------+
| 10885 | 3.01087e+06 |  5701.79        |
+-------+-------------+-----------------+
| 10886 | 3.01265e+06 |  5643.16        |
+-------+-------------+-----------------+
| 10887 | 3.01443e+06 |  5136.36        |
+-------+-------------+-----------------+
| 10888 | 3.01621e+06 |  5467.14        |
+-------+-------------+-----------------+
| 10889 | 3.01799e+06 |  5525.31        |
+-------+-------------+-----------------+
| 10890 | 3.01978e+06 |  6435.59        |
+-------+-------------+-----------------+
| 10891 | 3.02156e+06 |  6236.52        |
+-------+-------------+-----------------+
| 10892 | 3.02334e+06 |  5834.91        |
+-------+-------------+-----------------+
| 10893 | 3.02512e+06 |  5540.27        |
+-------+-------------+-----------------+
| 10894 | 3.0269e+06  |  5119.37        |
+-------+-------------+-----------------+
| 10895 | 3.02869e+06 |  5408.29        |
+-------+-------------+-----------------+
| 10896 | 3.00199e+06 |  3034.09        |
+-------+-------------+-----------------+
| 10897 | 3.00377e+06 |  2722.8         |
+-------+-------------+-----------------+
| 10898 | 3.00555e+06 |  3697.69        |
+-------+-------------+-----------------+
| 10899 | 3.00734e+06 |  4365.62        |
+-------+-------------+-----------------+
| 10900 | 3.00912e+06 |  4719.2         |
+-------+-------------+-----------------+
| 10901 | 3.0109e+06  |  3107.06        |
+-------+-------------+-----------------+
| 10902 | 3.01268e+06 |  2906.98        |
+-------+-------------+-----------------+
| 10903 | 3.01446e+06 |  2985.87        |
+-------+-------------+-----------------+
| 10904 | 3.01624e+06 |  2714.4         |
+-------+-------------+-----------------+
| 10905 | 3.01803e+06 |  3677.41        |
+-------+-------------+-----------------+
| 10906 | 3.01981e+06 |  4428.34        |
+-------+-------------+-----------------+
| 10907 | 3.02159e+06 |  4733.82        |
+-------+-------------+-----------------+
| 10908 | 3.02337e+06 |  3119.97        |
+-------+-------------+-----------------+
| 10909 | 3.02516e+06 |  2879.12        |
+-------+-------------+-----------------+
| 10910 | 3.02694e+06 |  2982.61        |
+-------+-------------+-----------------+
| 10911 | 3.02872e+06 |  2686.9         |
+-------+-------------+-----------------+
| 10912 | 3.00202e+06 |  4802.91        |
+-------+-------------+-----------------+
| 10913 | 3.0038e+06  |  4771.99        |
+-------+-------------+-----------------+
| 10914 | 3.00559e+06 |  5604.09        |
+-------+-------------+-----------------+
| 10915 | 3.00737e+06 |  7438.39        |
+-------+-------------+-----------------+
| 10916 | 3.00915e+06 |  6356.5         |
+-------+-------------+-----------------+
| 10917 | 3.01093e+06 |  6107.57        |
+-------+-------------+-----------------+
| 10918 | 3.01271e+06 |  5424.17        |
+-------+-------------+-----------------+
| 10919 | 3.0145e+06  |  4977.83        |
+-------+-------------+-----------------+
| 10920 | 3.01628e+06 |  4886.61        |
+-------+-------------+-----------------+
| 10921 | 3.01806e+06 |  5746.94        |
+-------+-------------+-----------------+
| 10922 | 3.01984e+06 |  7731.51        |
+-------+-------------+-----------------+
| 10923 | 3.02162e+06 |  6347.55        |
+-------+-------------+-----------------+
| 10924 | 3.02341e+06 |  6144.58        |
+-------+-------------+-----------------+
| 10925 | 3.02519e+06 |  5378.7         |
+-------+-------------+-----------------+
| 10926 | 3.02697e+06 |  4997.3         |
+-------+-------------+-----------------+
| 10927 | 3.02875e+06 |  4911.49        |
+-------+-------------+-----------------+
| 10928 | 3.00206e+06 |  3815.94        |
+-------+-------------+-----------------+
| 10929 | 3.00384e+06 |  3136.44        |
+-------+-------------+-----------------+
| 10930 | 3.00562e+06 |  4065.56        |
+-------+-------------+-----------------+
| 10931 | 3.0074e+06  |  4780.6         |
+-------+-------------+-----------------+
| 10932 | 3.00918e+06 |  5227.83        |
+-------+-------------+-----------------+
| 10933 | 3.01096e+06 |  3583.52        |
+-------+-------------+-----------------+
| 10934 | 3.01275e+06 |  3317.84        |
+-------+-------------+-----------------+
| 10935 | 3.01453e+06 |  3862.59        |
+-------+-------------+-----------------+
| 10936 | 3.01631e+06 |  3246.44        |
+-------+-------------+-----------------+
| 10937 | 3.01809e+06 |  3934.23        |
+-------+-------------+-----------------+
| 10938 | 3.01988e+06 |  4929.29        |
+-------+-------------+-----------------+
| 10939 | 3.02166e+06 |  5226.34        |
+-------+-------------+-----------------+
| 10940 | 3.02344e+06 |  3687.99        |
+-------+-------------+-----------------+
| 10941 | 3.02522e+06 |  3295.3         |
+-------+-------------+-----------------+
| 10942 | 3.027e+06   |  3923.06        |
+-------+-------------+-----------------+
| 10943 | 3.02878e+06 |  3209.04        |
+-------+-------------+-----------------+
| 10944 | 3.00209e+06 |  3467.86        |
+-------+-------------+-----------------+
| 10945 | 3.00387e+06 |  3093.29        |
+-------+-------------+-----------------+
| 10946 | 3.00565e+06 |  3443.86        |
+-------+-------------+-----------------+
| 10947 | 3.00743e+06 |  4319.72        |
+-------+-------------+-----------------+
| 10948 | 3.00922e+06 |  4183.85        |
+-------+-------------+-----------------+
| 10949 | 3.011e+06   |  3403.12        |
+-------+-------------+-----------------+
| 10950 | 3.01278e+06 |  3324.41        |
+-------+-------------+-----------------+
| 10951 | 3.01456e+06 |  3579.78        |
+-------+-------------+-----------------+
| 10952 | 3.01634e+06 |  3115.88        |
+-------+-------------+-----------------+
| 10953 | 3.01813e+06 |  3416.54        |
+-------+-------------+-----------------+
| 10954 | 3.01991e+06 |  4219.17        |
+-------+-------------+-----------------+
| 10955 | 3.02169e+06 |  4113.91        |
+-------+-------------+-----------------+
| 10956 | 3.02347e+06 |  3410.02        |
+-------+-------------+-----------------+
| 10957 | 3.02525e+06 |  3298.36        |
+-------+-------------+-----------------+
| 10958 | 3.02704e+06 |  3564.39        |
+-------+-------------+-----------------+
| 10959 | 3.02882e+06 |  3105.68        |
+-------+-------------+-----------------+
| 10960 | 3.00212e+06 |  3877.91        |
+-------+-------------+-----------------+
| 10961 | 3.0039e+06  |  4076.38        |
+-------+-------------+-----------------+
| 10962 | 3.00568e+06 |  4848.51        |
+-------+-------------+-----------------+
| 10963 | 3.00747e+06 |  5173.96        |
+-------+-------------+-----------------+
| 10964 | 3.00925e+06 |  6183.11        |
+-------+-------------+-----------------+
| 10965 | 3.01103e+06 |  4883.3         |
+-------+-------------+-----------------+
| 10966 | 3.01281e+06 |  4546.39        |
+-------+-------------+-----------------+
| 10967 | 3.0146e+06  |  3874.49        |
+-------+-------------+-----------------+
| 10968 | 3.01638e+06 |  4101.02        |
+-------+-------------+-----------------+
| 10969 | 3.01816e+06 |  4884.49        |
+-------+-------------+-----------------+
| 10970 | 3.01994e+06 |  5144.6         |
+-------+-------------+-----------------+
| 10971 | 3.02172e+06 |  6219.81        |
+-------+-------------+-----------------+
| 10972 | 3.0235e+06  |  4865.57        |
+-------+-------------+-----------------+
| 10973 | 3.02529e+06 |  4538.27        |
+-------+-------------+-----------------+
| 10974 | 3.02707e+06 |  3894.09        |
+-------+-------------+-----------------+
| 10975 | 3.02885e+06 |  4117.92        |
+-------+-------------+-----------------+
| 10976 | 3.00215e+06 |  9662.1         |
+-------+-------------+-----------------+
| 10977 | 3.00394e+06 |  8581.74        |
+-------+-------------+-----------------+
| 10978 | 3.00572e+06 | 11894.6         |
+-------+-------------+-----------------+
| 10979 | 3.0075e+06  | 14031           |
+-------+-------------+-----------------+
| 10980 | 3.00928e+06 | 13396.8         |
+-------+-------------+-----------------+
| 10981 | 3.01106e+06 |  9414.24        |
+-------+-------------+-----------------+
| 10982 | 3.01285e+06 |  8994.39        |
+-------+-------------+-----------------+
| 10983 | 3.01463e+06 |  9799.9         |
+-------+-------------+-----------------+
| 10984 | 3.01641e+06 |  8677.35        |
+-------+-------------+-----------------+
| 10985 | 3.01819e+06 | 11875.2         |
+-------+-------------+-----------------+
| 10986 | 3.01997e+06 | 14171.1         |
+-------+-------------+-----------------+
| 10987 | 3.02176e+06 | 13619.9         |
+-------+-------------+-----------------+
| 10988 | 3.02354e+06 |  9413.94        |
+-------+-------------+-----------------+
| 10989 | 3.02532e+06 |  9008.83        |
+-------+-------------+-----------------+
| 10990 | 3.0271e+06  |  9784.9         |
+-------+-------------+-----------------+
| 10991 | 3.02888e+06 |  8659.68        |
+-------+-------------+-----------------+
| 10992 | 3.00219e+06 |  9257.83        |
+-------+-------------+-----------------+
| 10993 | 3.00397e+06 |  8693.75        |
+-------+-------------+-----------------+
| 10994 | 3.00575e+06 | 12267.8         |
+-------+-------------+-----------------+
| 10995 | 3.00753e+06 | 13516.2         |
+-------+-------------+-----------------+
| 10996 | 3.00932e+06 | 14234.1         |
+-------+-------------+-----------------+
| 10997 | 3.0111e+06  | 10020.9         |
+-------+-------------+-----------------+
| 10998 | 3.01288e+06 |  8683.2         |
+-------+-------------+-----------------+
| 10999 | 3.01466e+06 |  9026.24        |
+-------+-------------+-----------------+
| 11000 | 3.01644e+06 |  8483.15        |
+-------+-------------+-----------------+
| 11001 | 3.01822e+06 | 11959.1         |
+-------+-------------+-----------------+
| 11002 | 3.02001e+06 | 13720.7         |
+-------+-------------+-----------------+
| 11003 | 3.02179e+06 | 14473.6         |
+-------+-------------+-----------------+
| 11004 | 3.02357e+06 |  9917.54        |
+-------+-------------+-----------------+
| 11005 | 3.02535e+06 |  8454.78        |
+-------+-------------+-----------------+
| 11006 | 3.02714e+06 |  8885.05        |
+-------+-------------+-----------------+
| 11007 | 3.02892e+06 |  8345.51        |
+-------+-------------+-----------------+
| 11008 | 3.00222e+06 |  7851.77        |
+-------+-------------+-----------------+
| 11009 | 3.004e+06   |  8087.74        |
+-------+-------------+-----------------+
| 11010 | 3.00578e+06 | 10941.6         |
+-------+-------------+-----------------+
| 11011 | 3.00757e+06 | 13438.5         |
+-------+-------------+-----------------+
| 11012 | 3.00935e+06 | 14099.3         |
+-------+-------------+-----------------+
| 11013 | 3.01113e+06 |  8745.94        |
+-------+-------------+-----------------+
| 11014 | 3.01291e+06 |  7724.85        |
+-------+-------------+-----------------+
| 11015 | 3.01469e+06 |  7777.49        |
+-------+-------------+-----------------+
| 11016 | 3.01648e+06 |  7991.11        |
+-------+-------------+-----------------+
| 11017 | 3.01826e+06 | 10716.6         |
+-------+-------------+-----------------+
| 11018 | 3.02004e+06 | 13602           |
+-------+-------------+-----------------+
| 11019 | 3.02182e+06 | 14191.4         |
+-------+-------------+-----------------+
| 11020 | 3.0236e+06  |  8673.56        |
+-------+-------------+-----------------+
| 11021 | 3.02539e+06 |  7616.58        |
+-------+-------------+-----------------+
| 11022 | 3.02717e+06 |  7684.66        |
+-------+-------------+-----------------+
| 11023 | 3.02895e+06 |  7895.98        |
+-------+-------------+-----------------+
| 11024 | 3.00225e+06 |  9684.77        |
+-------+-------------+-----------------+
| 11025 | 3.00404e+06 |  9706.91        |
+-------+-------------+-----------------+
| 11026 | 3.00582e+06 | 12257.3         |
+-------+-------------+-----------------+
| 11027 | 3.0076e+06  | 13109.5         |
+-------+-------------+-----------------+
| 11028 | 3.00938e+06 | 13606.7         |
+-------+-------------+-----------------+
| 11029 | 3.01116e+06 | 10354           |
+-------+-------------+-----------------+
| 11030 | 3.01294e+06 |  9609.89        |
+-------+-------------+-----------------+
| 11031 | 3.01473e+06 |  9776           |
+-------+-------------+-----------------+
| 11032 | 3.01651e+06 |  9601.29        |
+-------+-------------+-----------------+
| 11033 | 3.01829e+06 | 12132           |
+-------+-------------+-----------------+
| 11034 | 3.02007e+06 | 13593.7         |
+-------+-------------+-----------------+
| 11035 | 3.02186e+06 | 14023.4         |
+-------+-------------+-----------------+
| 11036 | 3.02364e+06 | 10381.1         |
+-------+-------------+-----------------+
| 11037 | 3.02542e+06 |  9577.48        |
+-------+-------------+-----------------+
| 11038 | 3.0272e+06  |  9784.08        |
+-------+-------------+-----------------+
| 11039 | 3.02898e+06 |  9575.61        |
+-------+-------------+-----------------+
| 11040 | 3.00229e+06 |  6946.54        |
+-------+-------------+-----------------+
| 11041 | 3.00407e+06 |  7361.9         |
+-------+-------------+-----------------+
| 11042 | 3.00585e+06 |  9710.21        |
+-------+-------------+-----------------+
| 11043 | 3.00763e+06 | 11884.7         |
+-------+-------------+-----------------+
| 11044 | 3.00941e+06 | 13124.4         |
+-------+-------------+-----------------+
| 11045 | 3.0112e+06  |  7795.98        |
+-------+-------------+-----------------+
| 11046 | 3.01298e+06 |  7045.46        |
+-------+-------------+-----------------+
| 11047 | 3.01476e+06 |  6856.73        |
+-------+-------------+-----------------+
| 11048 | 3.01654e+06 |  7293.73        |
+-------+-------------+-----------------+
| 11049 | 3.01832e+06 |  9675.45        |
+-------+-------------+-----------------+
| 11050 | 3.02011e+06 | 11876.6         |
+-------+-------------+-----------------+
| 11051 | 3.02189e+06 | 13121.6         |
+-------+-------------+-----------------+
| 11052 | 3.02367e+06 |  7786.79        |
+-------+-------------+-----------------+
| 11053 | 3.02545e+06 |  7036.68        |
+-------+-------------+-----------------+
| 11054 | 3.02723e+06 |  6846.58        |
+-------+-------------+-----------------+
| 11055 | 3.02902e+06 |  7283.64        |
+-------+-------------+-----------------+
| 11056 | 3.00232e+06 |  8171.55        |
+-------+-------------+-----------------+
| 11057 | 3.0041e+06  |  7070.45        |
+-------+-------------+-----------------+
| 11058 | 3.00588e+06 |  9189.45        |
+-------+-------------+-----------------+
| 11059 | 3.00766e+06 |  9710.12        |
+-------+-------------+-----------------+
| 11060 | 3.00945e+06 | 10108.1         |
+-------+-------------+-----------------+
| 11061 | 3.01123e+06 |  8311.33        |
+-------+-------------+-----------------+
| 11062 | 3.01301e+06 |  7197.66        |
+-------+-------------+-----------------+
| 11063 | 3.01479e+06 |  8062.16        |
+-------+-------------+-----------------+
| 11064 | 3.01658e+06 |  7050.52        |
+-------+-------------+-----------------+
| 11065 | 3.01836e+06 |  9132.12        |
+-------+-------------+-----------------+
| 11066 | 3.02014e+06 |  9805.22        |
+-------+-------------+-----------------+
| 11067 | 3.02192e+06 | 10259           |
+-------+-------------+-----------------+
| 11068 | 3.0237e+06  |  8317.77        |
+-------+-------------+-----------------+
| 11069 | 3.02548e+06 |  7116.98        |
+-------+-------------+-----------------+
| 11070 | 3.02727e+06 |  8021.05        |
+-------+-------------+-----------------+
| 11071 | 3.02905e+06 |  7018.56        |
+-------+-------------+-----------------+
| 11072 | 3.00235e+06 |  2791.21        |
+-------+-------------+-----------------+
| 11073 | 3.00413e+06 |  2578.26        |
+-------+-------------+-----------------+
| 11074 | 3.00592e+06 |  3185.68        |
+-------+-------------+-----------------+
| 11075 | 3.0077e+06  |  3479.85        |
+-------+-------------+-----------------+
| 11076 | 3.00948e+06 |  3616.65        |
+-------+-------------+-----------------+
| 11077 | 3.01126e+06 |  3065.82        |
+-------+-------------+-----------------+
| 11078 | 3.01304e+06 |  2638.33        |
+-------+-------------+-----------------+
| 11079 | 3.01483e+06 |  2782.12        |
+-------+-------------+-----------------+
| 11080 | 3.01661e+06 |  2575.31        |
+-------+-------------+-----------------+
| 11081 | 3.01839e+06 |  3181.99        |
+-------+-------------+-----------------+
| 11082 | 3.02017e+06 |  3477.45        |
+-------+-------------+-----------------+
| 11083 | 3.02195e+06 |  3613.46        |
+-------+-------------+-----------------+
| 11084 | 3.02374e+06 |  3063.09        |
+-------+-------------+-----------------+
| 11085 | 3.02552e+06 |  2635.21        |
+-------+-------------+-----------------+
| 11086 | 3.0273e+06  |  2779.25        |
+-------+-------------+-----------------+
| 11087 | 3.02908e+06 |  2572.27        |
+-------+-------------+-----------------+
| 11088 | 3.00238e+06 |  6095.44        |
+-------+-------------+-----------------+
| 11089 | 3.00417e+06 |  6215.4         |
+-------+-------------+-----------------+
| 11090 | 3.00595e+06 |  7362.43        |
+-------+-------------+-----------------+
| 11091 | 3.00773e+06 |  8964.74        |
+-------+-------------+-----------------+
| 11092 | 3.00951e+06 |  8761.34        |
+-------+-------------+-----------------+
| 11093 | 3.0113e+06  |  6585.76        |
+-------+-------------+-----------------+
| 11094 | 3.01308e+06 |  5954.87        |
+-------+-------------+-----------------+
| 11095 | 3.01486e+06 |  6075.45        |
+-------+-------------+-----------------+
| 11096 | 3.01664e+06 |  6191.84        |
+-------+-------------+-----------------+
| 11097 | 3.01842e+06 |  7346.5         |
+-------+-------------+-----------------+
| 11098 | 3.0202e+06  |  9003.78        |
+-------+-------------+-----------------+
| 11099 | 3.02199e+06 |  8773.07        |
+-------+-------------+-----------------+
| 11100 | 3.02377e+06 |  6585.65        |
+-------+-------------+-----------------+
| 11101 | 3.02555e+06 |  5950.57        |
+-------+-------------+-----------------+
| 11102 | 3.02733e+06 |  6069.49        |
+-------+-------------+-----------------+
| 11103 | 3.02912e+06 |  6185.79        |
+-------+-------------+-----------------+
| 11104 | 3.00242e+06 |  4986.09        |
+-------+-------------+-----------------+
| 11105 | 3.0042e+06  |  4077.43        |
+-------+-------------+-----------------+
| 11106 | 3.00598e+06 |  5598.99        |
+-------+-------------+-----------------+
| 11107 | 3.00776e+06 |  6082.05        |
+-------+-------------+-----------------+
| 11108 | 3.00955e+06 |  6524.38        |
+-------+-------------+-----------------+
| 11109 | 3.01133e+06 |  5066.87        |
+-------+-------------+-----------------+
| 11110 | 3.01311e+06 |  4237.21        |
+-------+-------------+-----------------+
| 11111 | 3.01489e+06 |  5201.57        |
+-------+-------------+-----------------+
| 11112 | 3.01667e+06 |  3879.14        |
+-------+-------------+-----------------+
| 11113 | 3.01846e+06 |  5787.41        |
+-------+-------------+-----------------+
| 11114 | 3.02024e+06 |  5919.28        |
+-------+-------------+-----------------+
| 11115 | 3.02202e+06 |  6709.66        |
+-------+-------------+-----------------+
| 11116 | 3.0238e+06  |  4902.84        |
+-------+-------------+-----------------+
| 11117 | 3.02558e+06 |  4398.3         |
+-------+-------------+-----------------+
| 11118 | 3.02737e+06 |  5045.2         |
+-------+-------------+-----------------+
| 11119 | 3.02915e+06 |  4027.5         |
+-------+-------------+-----------------+
| 11120 | 3.00245e+06 |  5251.32        |
+-------+-------------+-----------------+
| 11121 | 3.00423e+06 |  4393.14        |
+-------+-------------+-----------------+
| 11122 | 3.00602e+06 |  5787.15        |
+-------+-------------+-----------------+
| 11123 | 3.0078e+06  |  6551.14        |
+-------+-------------+-----------------+
| 11124 | 3.00958e+06 |  6703.61        |
+-------+-------------+-----------------+
| 11125 | 3.01136e+06 |  4968.96        |
+-------+-------------+-----------------+
| 11126 | 3.01314e+06 |  4480.57        |
+-------+-------------+-----------------+
| 11127 | 3.01492e+06 |  5198.22        |
+-------+-------------+-----------------+
| 11128 | 3.01671e+06 |  4419.23        |
+-------+-------------+-----------------+
| 11129 | 3.01849e+06 |  5812.4         |
+-------+-------------+-----------------+
| 11130 | 3.02027e+06 |  6546.13        |
+-------+-------------+-----------------+
| 11131 | 3.02205e+06 |  6673.42        |
+-------+-------------+-----------------+
| 11132 | 3.02384e+06 |  4970.11        |
+-------+-------------+-----------------+
| 11133 | 3.02562e+06 |  4471.32        |
+-------+-------------+-----------------+
| 11134 | 3.0274e+06  |  5209.07        |
+-------+-------------+-----------------+
| 11135 | 3.02918e+06 |  4405.53        |
+-------+-------------+-----------------+
| 11136 | 3.00248e+06 |  2995.01        |
+-------+-------------+-----------------+
| 11137 | 3.00427e+06 |  2706.94        |
+-------+-------------+-----------------+
| 11138 | 3.00605e+06 |  3413.29        |
+-------+-------------+-----------------+
| 11139 | 3.00783e+06 |  4011           |
+-------+-------------+-----------------+
| 11140 | 3.00961e+06 |  4001.2         |
+-------+-------------+-----------------+
| 11141 | 3.01139e+06 |  2632.43        |
+-------+-------------+-----------------+
| 11142 | 3.01318e+06 |  2474.14        |
+-------+-------------+-----------------+
| 11143 | 3.01496e+06 |  3004.62        |
+-------+-------------+-----------------+
| 11144 | 3.01674e+06 |  2708.07        |
+-------+-------------+-----------------+
| 11145 | 3.01852e+06 |  3434.53        |
+-------+-------------+-----------------+
| 11146 | 3.0203e+06  |  3996           |
+-------+-------------+-----------------+
| 11147 | 3.02209e+06 |  3976.38        |
+-------+-------------+-----------------+
| 11148 | 3.02387e+06 |  2622.73        |
+-------+-------------+-----------------+
| 11149 | 3.02565e+06 |  2463.98        |
+-------+-------------+-----------------+
| 11150 | 3.02743e+06 |  3003.28        |
+-------+-------------+-----------------+
| 11151 | 3.02921e+06 |  2707.46        |
+-------+-------------+-----------------+
| 11152 | 3.00252e+06 |  2927.1         |
+-------+-------------+-----------------+
| 11153 | 3.0043e+06  |  2944.98        |
+-------+-------------+-----------------+
| 11154 | 3.00608e+06 |  3527.9         |
+-------+-------------+-----------------+
| 11155 | 3.00786e+06 |  4245.7         |
+-------+-------------+-----------------+
| 11156 | 3.00964e+06 |  4665.37        |
+-------+-------------+-----------------+
| 11157 | 3.01143e+06 |  3462.42        |
+-------+-------------+-----------------+
| 11158 | 3.01321e+06 |  2950.59        |
+-------+-------------+-----------------+
| 11159 | 3.01499e+06 |  3047.49        |
+-------+-------------+-----------------+
| 11160 | 3.01677e+06 |  2767.52        |
+-------+-------------+-----------------+
| 11161 | 3.01856e+06 |  3605.94        |
+-------+-------------+-----------------+
| 11162 | 3.02034e+06 |  4201.31        |
+-------+-------------+-----------------+
| 11163 | 3.02212e+06 |  4712.91        |
+-------+-------------+-----------------+
| 11164 | 3.0239e+06  |  3438.19        |
+-------+-------------+-----------------+
| 11165 | 3.02568e+06 |  3003.43        |
+-------+-------------+-----------------+
| 11166 | 3.02746e+06 |  3045.3         |
+-------+-------------+-----------------+
| 11167 | 3.02925e+06 |  2793.18        |
+-------+-------------+-----------------+
| 11168 | 3.00255e+06 |  4478.9         |
+-------+-------------+-----------------+
| 11169 | 3.00433e+06 |  4197.67        |
+-------+-------------+-----------------+
| 11170 | 3.00611e+06 |  5392.51        |
+-------+-------------+-----------------+
| 11171 | 3.0079e+06  |  6528.41        |
+-------+-------------+-----------------+
| 11172 | 3.00968e+06 |  7081.77        |
+-------+-------------+-----------------+
| 11173 | 3.01146e+06 |  4878.68        |
+-------+-------------+-----------------+
| 11174 | 3.01324e+06 |  4310.66        |
+-------+-------------+-----------------+
| 11175 | 3.01502e+06 |  4415.17        |
+-------+-------------+-----------------+
| 11176 | 3.01681e+06 |  4190.49        |
+-------+-------------+-----------------+
| 11177 | 3.01859e+06 |  5368.81        |
+-------+-------------+-----------------+
| 11178 | 3.02037e+06 |  6589.04        |
+-------+-------------+-----------------+
| 11179 | 3.02215e+06 |  7109.52        |
+-------+-------------+-----------------+
| 11180 | 3.02393e+06 |  4892.18        |
+-------+-------------+-----------------+
| 11181 | 3.02572e+06 |  4291.61        |
+-------+-------------+-----------------+
| 11182 | 3.0275e+06  |  4401.88        |
+-------+-------------+-----------------+
| 11183 | 3.02928e+06 |  4179.92        |
+-------+-------------+-----------------+
| 11184 | 3.00258e+06 |  4485.65        |
+-------+-------------+-----------------+
| 11185 | 3.00436e+06 |  3615.64        |
+-------+-------------+-----------------+
| 11186 | 3.00615e+06 |  4155.2         |
+-------+-------------+-----------------+
| 11187 | 3.00793e+06 |  3863.22        |
+-------+-------------+-----------------+
| 11188 | 3.00971e+06 |  3980.14        |
+-------+-------------+-----------------+
| 11189 | 3.01149e+06 |  4553.56        |
+-------+-------------+-----------------+
| 11190 | 3.01328e+06 |  4145.62        |
+-------+-------------+-----------------+
| 11191 | 3.01506e+06 |  4489.26        |
+-------+-------------+-----------------+
| 11192 | 3.01684e+06 |  3649.29        |
+-------+-------------+-----------------+
| 11193 | 3.01862e+06 |  4105.2         |
+-------+-------------+-----------------+
| 11194 | 3.0204e+06  |  3880.51        |
+-------+-------------+-----------------+
| 11195 | 3.02218e+06 |  3925.85        |
+-------+-------------+-----------------+
| 11196 | 3.02397e+06 |  4568.31        |
+-------+-------------+-----------------+
| 11197 | 3.02575e+06 |  4094.11        |
+-------+-------------+-----------------+
| 11198 | 3.02753e+06 |  4503.95        |
+-------+-------------+-----------------+
| 11199 | 3.02931e+06 |  3599.41        |
+-------+-------------+-----------------+
| 11200 | 3.00262e+06 |  4944.82        |
+-------+-------------+-----------------+
| 11201 | 3.0044e+06  |  4588.29        |
+-------+-------------+-----------------+
| 11202 | 3.00618e+06 |  5698.94        |
+-------+-------------+-----------------+
| 11203 | 3.00796e+06 |  6760.39        |
+-------+-------------+-----------------+
| 11204 | 3.00974e+06 |  6334.97        |
+-------+-------------+-----------------+
| 11205 | 3.01153e+06 |  4725.55        |
+-------+-------------+-----------------+
| 11206 | 3.01331e+06 |  4450.8         |
+-------+-------------+-----------------+
| 11207 | 3.01509e+06 |  5009.12        |
+-------+-------------+-----------------+
| 11208 | 3.01687e+06 |  4585.69        |
+-------+-------------+-----------------+
| 11209 | 3.01865e+06 |  5691.99        |
+-------+-------------+-----------------+
| 11210 | 3.02044e+06 |  6757.88        |
+-------+-------------+-----------------+
| 11211 | 3.02222e+06 |  6329.83        |
+-------+-------------+-----------------+
| 11212 | 3.024e+06   |  4714.96        |
+-------+-------------+-----------------+
| 11213 | 3.02578e+06 |  4441.61        |
+-------+-------------+-----------------+
| 11214 | 3.02756e+06 |  4997.7         |
+-------+-------------+-----------------+
| 11215 | 3.02935e+06 |  4573.7         |
+-------+-------------+-----------------+
| 11216 | 3.00265e+06 |  5522.4         |
+-------+-------------+-----------------+
| 11217 | 3.00443e+06 |  6064.21        |
+-------+-------------+-----------------+
| 11218 | 3.00621e+06 |  6668.37        |
+-------+-------------+-----------------+
| 11219 | 3.008e+06   |  8618.41        |
+-------+-------------+-----------------+
| 11220 | 3.00978e+06 |  8881.22        |
+-------+-------------+-----------------+
| 11221 | 3.01156e+06 |  6657.51        |
+-------+-------------+-----------------+
| 11222 | 3.01334e+06 |  6246.1         |
+-------+-------------+-----------------+
| 11223 | 3.01512e+06 |  5503.61        |
+-------+-------------+-----------------+
| 11224 | 3.0169e+06  |  5940.88        |
+-------+-------------+-----------------+
| 11225 | 3.01869e+06 |  6670.55        |
+-------+-------------+-----------------+
| 11226 | 3.02047e+06 |  8653.68        |
+-------+-------------+-----------------+
| 11227 | 3.02225e+06 |  9096.43        |
+-------+-------------+-----------------+
| 11228 | 3.02403e+06 |  6612.26        |
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| 11229 | 3.02582e+06 |  6281.43        |
+-------+-------------+-----------------+
| 11230 | 3.0276e+06  |  5408.42        |
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| 11231 | 3.02938e+06 |  5989.29        |
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| 11232 | 3.0009e+06  |    26.0248      |
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| 11233 | 3.00268e+06 |    24.8703      |
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| 11234 | 3.00446e+06 |    21.5937      |
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| 11235 | 3.00625e+06 |    15.9674      |
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| 11236 | 3.00803e+06 |    11.2385      |
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| 11237 | 3.00981e+06 |    23.6131      |
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| 11238 | 3.01159e+06 |    30.0939      |
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| 11239 | 3.01338e+06 |    28.4666      |
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| 11240 | 3.01516e+06 |    26.5734      |
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| 11241 | 3.01694e+06 |    22.7773      |
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| 11242 | 3.01872e+06 |    16.7947      |
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| 11243 | 3.0205e+06  |    11.8272      |
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| 11244 | 3.02228e+06 |    24.0386      |
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| 11245 | 3.02407e+06 |    30.4107      |
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| 11246 | 3.02585e+06 |    28.7079      |
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| 11247 | 3.02763e+06 |    26.7643      |
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| 11248 | 3.00093e+06 |     4.46955     |
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| 11249 | 3.00272e+06 |     5.46782     |
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| 11250 | 3.0045e+06  |     6.79215     |
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| 11251 | 3.00628e+06 |     9.46762     |
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| 11252 | 3.00806e+06 |     4.91912     |
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| 11253 | 3.00984e+06 |     3.49373     |
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| 11254 | 3.01163e+06 |     5.2423      |
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| 11255 | 3.01341e+06 |     4.81594     |
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| 11256 | 3.01519e+06 |     5.08935     |
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| 11257 | 3.01697e+06 |     7.27915     |
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| 11258 | 3.01875e+06 |     9.91544     |
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| 11259 | 3.02054e+06 |     4.88652     |
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| 11260 | 3.02232e+06 |     3.57964     |
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| 11261 | 3.0241e+06  |     5.39531     |
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| 11262 | 3.02588e+06 |     4.91329     |
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| 11263 | 3.02766e+06 |     5.09857     |
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| 11264 | 3.00097e+06 |    27.9802      |
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| 11265 | 3.00275e+06 |    36.0881      |
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| 11266 | 3.00453e+06 |    35.0505      |
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| 11267 | 3.00631e+06 |    38.4723      |
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| 11268 | 3.0081e+06  |    27.1633      |
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| 11269 | 3.00988e+06 |    22.1344      |
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| 11270 | 3.01166e+06 |    27.5392      |
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| 11271 | 3.01344e+06 |    30.8324      |
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| 11272 | 3.01522e+06 |    36.4161      |
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| 11273 | 3.017e+06   |    35.3913      |
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| 11274 | 3.01879e+06 |    38.6657      |
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| 11275 | 3.02057e+06 |    27.3842      |
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| 11276 | 3.02235e+06 |    22.3379      |
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| 11277 | 3.02413e+06 |    27.7546      |
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| 11278 | 3.02592e+06 |    31.0408      |
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| 11279 | 3.0277e+06  |    36.624       |
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| 11280 | 3.001e+06   |     8.35709     |
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| 11281 | 3.00278e+06 |     9.15671     |
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| 11282 | 3.00456e+06 |    11.2218      |
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| 11283 | 3.00635e+06 |    14.088       |
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| 11284 | 3.00813e+06 |     7.87296     |
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| 11285 | 3.00991e+06 |     6.53039     |
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| 11286 | 3.01169e+06 |     7.39528     |
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| 11287 | 3.01347e+06 |     8.71877     |
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| 11288 | 3.01526e+06 |     9.29804     |
+-------+-------------+-----------------+
| 11289 | 3.01704e+06 |    11.3155      |
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| 11290 | 3.01882e+06 |    14.1721      |
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| 11291 | 3.0206e+06  |     7.95436     |
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| 11292 | 3.02238e+06 |     6.61162     |
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| 11293 | 3.02417e+06 |     7.47603     |
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| 11294 | 3.02595e+06 |     8.79927     |
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| 11295 | 3.02773e+06 |     9.37849     |
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| 11296 | 3.00103e+06 |    10.2588      |
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| 11297 | 3.00282e+06 |    11.538       |
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| 11298 | 3.0046e+06  |    18.5942      |
+-------+-------------+-----------------+
| 11299 | 3.00638e+06 |    17.94        |
+-------+-------------+-----------------+
| 11300 | 3.00816e+06 |    11.294       |
+-------+-------------+-----------------+
| 11301 | 3.00994e+06 |     8.43463     |
+-------+-------------+-----------------+
| 11302 | 3.01172e+06 |     6.89238     |
+-------+-------------+-----------------+
| 11303 | 3.01351e+06 |    11.757       |
+-------+-------------+-----------------+
| 11304 | 3.01529e+06 |    11.9478      |
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| 11305 | 3.01707e+06 |    18.8637      |
+-------+-------------+-----------------+
| 11306 | 3.01885e+06 |    18.1834      |
+-------+-------------+-----------------+
| 11307 | 3.02064e+06 |    11.5323      |
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| 11308 | 3.02242e+06 |     8.67367     |
+-------+-------------+-----------------+
| 11309 | 3.0242e+06  |     7.13141     |
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| 11310 | 3.02598e+06 |    11.9954      |
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| 11311 | 3.02776e+06 |    12.1861      |
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| 11312 | 3.00107e+06 |     9.77481     |
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| 11313 | 3.00285e+06 |     9.25529     |
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| 11314 | 3.00463e+06 |    11.3194      |
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| 11315 | 3.00641e+06 |     9.58047     |
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| 11316 | 3.00819e+06 |     5.82757     |
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| 11317 | 3.00998e+06 |     4.17492     |
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| 11318 | 3.01176e+06 |     6.87659     |
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| 11319 | 3.01354e+06 |     7.43679     |
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| 11320 | 3.01532e+06 |    11.489       |
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| 11321 | 3.0171e+06  |     9.09245     |
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| 11322 | 3.01889e+06 |    11.7777      |
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| 11323 | 3.02067e+06 |     3.64656     |
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| 11324 | 3.02245e+06 |     6.33264     |
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| 11325 | 3.02423e+06 |     4.73588     |
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| 11326 | 3.02601e+06 |     9.54988     |
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| 11327 | 3.0278e+06  |     9.39012     |
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| 11328 | 3.0011e+06  |     9.0131      |
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| 11329 | 3.00288e+06 |     9.29014     |
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| 11330 | 3.00466e+06 |    10.1698      |
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| 11331 | 3.00644e+06 |    10.1905      |
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| 11332 | 3.00823e+06 |     5.86007     |
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| 11333 | 3.01001e+06 |     6.26367     |
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| 11334 | 3.01179e+06 |     7.60156     |
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| 11335 | 3.01357e+06 |     8.88596     |
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| 11336 | 3.01536e+06 |     9.38198     |
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| 11337 | 3.01714e+06 |    10.1468      |
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| 11338 | 3.01892e+06 |    10.1494      |
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| 11339 | 3.0207e+06  |     5.8246      |
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| 11340 | 3.02248e+06 |     6.24037     |
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| 11341 | 3.02426e+06 |     7.58057     |
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| 11342 | 3.02605e+06 |     8.86097     |
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| 11343 | 3.02783e+06 |     9.35642     |
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| 11344 | 3.00113e+06 |     7.65998     |
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| 11345 | 3.00291e+06 |     7.3993      |
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| 11346 | 3.0047e+06  |     8.33392     |
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| 11347 | 3.00648e+06 |     8.69689     |
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| 11348 | 3.00826e+06 |     7.90053     |
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| 11349 | 3.01004e+06 |     7.2834      |
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| 11350 | 3.01182e+06 |     6.15806     |
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| 11351 | 3.01361e+06 |     7.85779     |
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| 11352 | 3.01539e+06 |     7.57137     |
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| 11353 | 3.01717e+06 |     8.4915      |
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| 11354 | 3.01895e+06 |     8.84631     |
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| 11355 | 3.02073e+06 |     8.04328     |
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| 11356 | 3.02252e+06 |     7.42131     |
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| 11357 | 3.0243e+06  |     6.29334     |
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| 11358 | 3.02608e+06 |     7.99104     |
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| 11359 | 3.02786e+06 |     7.70329     |
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| 11360 | 3.00116e+06 |    11.5698      |
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| 11361 | 3.00295e+06 |    13.7057      |
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| 11362 | 3.00473e+06 |    15.1008      |
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| 11363 | 3.00651e+06 |    21.1876      |
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| 11364 | 3.00829e+06 |    19.2053      |
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| 11365 | 3.01008e+06 |    15.2094      |
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| 11366 | 3.01186e+06 |    14.1071      |
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| 11367 | 3.01364e+06 |    12.6544      |
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| 11368 | 3.01542e+06 |    14.2485      |
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| 11369 | 3.0172e+06  |    15.397       |
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| 11370 | 3.01898e+06 |    21.3737      |
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| 11371 | 3.02077e+06 |    19.3407      |
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| 11372 | 3.02255e+06 |    15.3215      |
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| 11373 | 3.02433e+06 |    14.2096      |
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| 11374 | 3.02611e+06 |    12.7524      |
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| 11375 | 3.0279e+06  |    14.3445      |
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| 11376 | 3.0012e+06  |     8.99316     |
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| 11377 | 3.00298e+06 |    11.0002      |
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| 11378 | 3.00476e+06 |    12.2854      |
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| 11379 | 3.00654e+06 |    16.6733      |
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| 11380 | 3.00833e+06 |    15.7555      |
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| 11381 | 3.01011e+06 |    10.8501      |
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| 11382 | 3.01189e+06 |    11.5337      |
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| 11383 | 3.01367e+06 |     8.92937     |
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| 11384 | 3.01545e+06 |    10.591       |
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| 11385 | 3.01724e+06 |    11.9984      |
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| 11386 | 3.01902e+06 |    16.518       |
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| 11387 | 3.0208e+06  |    15.6884      |
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| 11388 | 3.02258e+06 |    10.8359      |
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| 11389 | 3.02436e+06 |    11.5497      |
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| 11390 | 3.02615e+06 |     8.96579     |
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| 11391 | 3.02793e+06 |    10.639       |
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| 11392 | 3.00123e+06 |     3.71661     |
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| 11393 | 3.00301e+06 |     1.87756     |
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| 11394 | 3.0048e+06  |    27.7336      |
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| 11395 | 3.00658e+06 |    22.3837      |
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| 11396 | 3.00836e+06 |    -9.84774     |
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| 11397 | 3.01014e+06 |    11.0165      |
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| 11398 | 3.01192e+06 |    -3.61295     |
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| 11399 | 3.0137e+06  |     0.866398    |
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| 11400 | 3.01549e+06 |    -0.748991    |
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| 11401 | 3.01727e+06 |    14.1877      |
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| 11402 | 3.01905e+06 |    22.5743      |
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| 11403 | 3.02083e+06 |   -10.5937      |
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| 11404 | 3.02262e+06 |    -0.662666    |
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| 11405 | 3.0244e+06  |    -6.01511     |
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| 11406 | 3.02618e+06 |    -4.254       |
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| 11407 | 3.02796e+06 |    -5.8856      |
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| 11408 | 3.00126e+06 |    25.7009      |
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| 11409 | 3.00305e+06 |    26.837       |
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| 11410 | 3.00483e+06 |    31.4774      |
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| 11411 | 3.00661e+06 |    44.466       |
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| 11412 | 3.00839e+06 |    42.3029      |
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| 11413 | 3.01017e+06 |    27.3697      |
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| 11414 | 3.01196e+06 |    24.545       |
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| 11415 | 3.01374e+06 |    27.2669      |
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| 11416 | 3.01552e+06 |    25.346       |
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| 11417 | 3.0173e+06  |    31.168       |
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| 11418 | 3.01908e+06 |    44.8833      |
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| 11419 | 3.02087e+06 |    41.9405      |
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| 11420 | 3.02265e+06 |    27.4667      |
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| 11421 | 3.02443e+06 |    24.7447      |
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| 11422 | 3.02621e+06 |    27.1674      |
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| 11423 | 3.02799e+06 |    24.904       |
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| 11424 | 3.0013e+06  |    12.0247      |
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| 11425 | 3.00308e+06 |    15.9292      |
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| 11426 | 3.00486e+06 |    14.3456      |
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| 11427 | 3.00664e+06 |    20.906       |
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| 11428 | 3.00842e+06 |    21.728       |
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| 11429 | 3.01021e+06 |    11.2189      |
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| 11430 | 3.01199e+06 |    11.5859      |
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| 11431 | 3.01377e+06 |    13.1409      |
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| 11432 | 3.01555e+06 |    15.3879      |
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| 11433 | 3.01734e+06 |    14.5322      |
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| 11434 | 3.01912e+06 |    20.8782      |
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| 11435 | 3.0209e+06  |    21.7453      |
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| 11436 | 3.02268e+06 |    11.2335      |
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| 11437 | 3.02446e+06 |    11.5984      |
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| 11438 | 3.02624e+06 |    13.154       |
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| 11439 | 3.02803e+06 |    15.4011      |
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| 11440 | 3.00133e+06 |    12.3821      |
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| 11441 | 3.00311e+06 |     8.43805     |
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| 11442 | 3.00489e+06 |     9.63124     |
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| 11443 | 3.00668e+06 |    13.2205      |
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| 11444 | 3.00846e+06 |    20.7221      |
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| 11445 | 3.01024e+06 |     7.17595     |
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| 11446 | 3.01202e+06 |    11.0718      |
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| 11447 | 3.0138e+06  |    11.2086      |
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| 11448 | 3.01559e+06 |     8.67175     |
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| 11449 | 3.01737e+06 |     8.66052     |
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| 11450 | 3.01915e+06 |    12.9873      |
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| 11451 | 3.02093e+06 |    19.6374      |
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| 11452 | 3.02271e+06 |     6.99531     |
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| 11453 | 3.0245e+06  |    10.0251      |
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| 11454 | 3.02628e+06 |    11.013       |
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| 11455 | 3.02806e+06 |     7.83599     |
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| 11456 | 3.00136e+06 |    10.1289      |
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| 11457 | 3.00314e+06 |    10.4268      |
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| 11458 | 3.00493e+06 |    13.0332      |
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| 11459 | 3.00671e+06 |    13.0774      |
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| 11460 | 3.00849e+06 |    10.0627      |
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| 11461 | 3.01027e+06 |     9.28497     |
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| 11462 | 3.01206e+06 |    12.3845      |
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| 11463 | 3.01384e+06 |    11.8022      |
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| 11464 | 3.01562e+06 |    12.1964      |
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| 11465 | 3.0174e+06  |    13.2826      |
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| 11466 | 3.01918e+06 |    13.9736      |
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| 11467 | 3.02096e+06 |     9.73725     |
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| 11468 | 3.02275e+06 |     8.98663     |
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| 11469 | 3.02453e+06 |    12.0117      |
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| 11470 | 3.02631e+06 |    11.8893      |
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| 11471 | 3.02809e+06 |    12.2637      |
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| 11472 | 3.0014e+06  |    24.742       |
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| 11473 | 3.00318e+06 |    33.6838      |
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| 11474 | 3.00496e+06 |    29.3724      |
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| 11475 | 3.00674e+06 |    25.7002      |
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| 11476 | 3.00852e+06 |    24.5106      |
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| 11477 | 3.01031e+06 |    26.8997      |
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| 11478 | 3.01209e+06 |    29.4506      |
+-------+-------------+-----------------+
| 11479 | 3.01387e+06 |    25.18        |
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| 11480 | 3.01565e+06 |    31.3149      |
+-------+-------------+-----------------+
| 11481 | 3.01743e+06 |    30.5356      |
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| 11482 | 3.01922e+06 |    26.5727      |
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| 11483 | 3.021e+06   |    25.9887      |
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| 11484 | 3.02278e+06 |    26.4382      |
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| 11485 | 3.02456e+06 |    30.2247      |
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| 11486 | 3.02634e+06 |    24.7516      |
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| 11487 | 3.02813e+06 |    31.5138      |
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| 11488 | 3.00143e+06 |    42.2125      |
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| 11489 | 3.00321e+06 |    44.7068      |
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| 11490 | 3.00499e+06 |    44.6212      |
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| 11491 | 3.00678e+06 |    48.5731      |
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| 11492 | 3.00856e+06 |    44.5961      |
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| 11493 | 3.01034e+06 |    41.908       |
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| 11494 | 3.01212e+06 |    43.7916      |
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| 11495 | 3.0139e+06  |    44.1267      |
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| 11496 | 3.01568e+06 |    46.0682      |
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| 11497 | 3.01747e+06 |    45.0319      |
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| 11498 | 3.01925e+06 |    49.4875      |
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| 11499 | 3.02103e+06 |    44.9429      |
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| 11500 | 3.02281e+06 |    42.7583      |
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| 11501 | 3.0246e+06  |    44.1703      |
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| 11502 | 3.02638e+06 |    44.9395      |
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| 11503 | 3.02816e+06 |    46.4803      |
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| 11504 | 3.00146e+06 |    17.1472      |
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| 11505 | 3.00324e+06 |    19.9439      |
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| 11506 | 3.00503e+06 |    28.8085      |
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| 11507 | 3.00681e+06 |    27.597       |
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| 11508 | 3.00859e+06 |    24.1118      |
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| 11509 | 3.01037e+06 |    19.0823      |
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| 11510 | 3.01215e+06 |    17.7275      |
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| 11511 | 3.01394e+06 |    19.9218      |
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| 11512 | 3.01572e+06 |    21.2944      |
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| 11513 | 3.0175e+06  |    29.474       |
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| 11514 | 3.01928e+06 |    28.0131      |
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| 11515 | 3.02106e+06 |    24.4286      |
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| 11516 | 3.02285e+06 |    19.3659      |
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| 11517 | 3.02463e+06 |    17.9956      |
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| 11518 | 3.02641e+06 |    20.1862      |
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| 11519 | 3.02819e+06 |    21.5571      |
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| 11520 | 3.0015e+06  |     4.92453     |
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| 11521 | 3.00328e+06 |     2.79167     |
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| 11522 | 3.00506e+06 |     6.23106     |
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| 11523 | 3.00684e+06 |     6.80782     |
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| 11524 | 3.00862e+06 |     8.86212     |
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| 11525 | 3.0104e+06  |     5.66752     |
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| 11526 | 3.01219e+06 |     4.61784     |
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| 11527 | 3.01397e+06 |     4.09922     |
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| 11528 | 3.01575e+06 |     2.75934     |
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| 11529 | 3.01753e+06 |     6.03538     |
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| 11530 | 3.01932e+06 |     6.37986     |
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| 11531 | 3.0211e+06  |     6.88861     |
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| 11532 | 3.02288e+06 |     5.39649     |
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| 11533 | 3.02466e+06 |     4.24756     |
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| 11534 | 3.02644e+06 |     4.30558     |
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| 11535 | 3.02822e+06 |     2.75366     |
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| 11536 | 3.00153e+06 |    21.9054      |
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| 11537 | 3.00331e+06 |    22.2083      |
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| 11538 | 3.00509e+06 |    36.0571      |
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| 11539 | 3.00687e+06 |    37.0176      |
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| 11540 | 3.00866e+06 |    46.3927      |
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| 11541 | 3.01044e+06 |    34.6144      |
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| 11542 | 3.01222e+06 |    26.801       |
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| 11543 | 3.014e+06   |    24.8584      |
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| 11544 | 3.01578e+06 |    24.2235      |
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| 11545 | 3.01757e+06 |    36.5608      |
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| 11546 | 3.01935e+06 |    38.0553      |
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| 11547 | 3.02113e+06 |    47.5749      |
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| 11548 | 3.02291e+06 |    35.4883      |
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| 11549 | 3.02469e+06 |    27.7502      |
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| 11550 | 3.02648e+06 |    25.9152      |
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| 11551 | 3.02826e+06 |    25.2725      |
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| 11552 | 3.00156e+06 |    14.51        |
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| 11553 | 3.00334e+06 |    12.6652      |
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| 11554 | 3.00512e+06 |    14.3105      |
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| 11555 | 3.00691e+06 |    18.5647      |
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| 11556 | 3.00869e+06 |    21.6116      |
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| 11557 | 3.01047e+06 |    13.5595      |
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| 11558 | 3.01225e+06 |    15.8537      |
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| 11559 | 3.01404e+06 |    10.8484      |
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| 11560 | 3.01582e+06 |    12.4514      |
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| 11561 | 3.0176e+06  |    15.4476      |
+-------+-------------+-----------------+
| 11562 | 3.01938e+06 |    20.0037      |
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| 11563 | 3.02116e+06 |    27.1502      |
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| 11564 | 3.02294e+06 |    16.0441      |
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| 11565 | 3.02473e+06 |    15.5823      |
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| 11566 | 3.02651e+06 |    12.5343      |
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| 11567 | 3.02829e+06 |    12.8961      |
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| 11568 | 3.00159e+06 |    14.884       |
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| 11569 | 3.00338e+06 |    15.0321      |
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| 11570 | 3.00516e+06 |    14.9645      |
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| 11571 | 3.00694e+06 |    22.0909      |
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| 11572 | 3.00872e+06 |    31.1455      |
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| 11573 | 3.0105e+06  |    15.5142      |
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| 11574 | 3.01229e+06 |    18.2537      |
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| 11575 | 3.01407e+06 |    14.4083      |
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| 11576 | 3.01585e+06 |    15.1152      |
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| 11577 | 3.01763e+06 |    15.267       |
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| 11578 | 3.01941e+06 |    22.4065      |
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| 11579 | 3.0212e+06  |    31.4658      |
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| 11580 | 3.02298e+06 |    15.8596      |
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| 11581 | 3.02476e+06 |    18.6366      |
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| 11582 | 3.02654e+06 |    14.7781      |
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| 11583 | 3.02832e+06 |    15.4816      |
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| 11584 | 3.00163e+06 |    89.3185      |
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| 11585 | 3.00341e+06 |    76.6331      |
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| 11586 | 3.00519e+06 |    97.0273      |
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| 11587 | 3.00697e+06 |   110.062       |
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| 11588 | 3.00876e+06 |   122.885       |
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| 11589 | 3.01054e+06 |    94.8822      |
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| 11590 | 3.01232e+06 |    80.654       |
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| 11591 | 3.0141e+06  |    88.5399      |
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| 11592 | 3.01588e+06 |    78.2679      |
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| 11593 | 3.01766e+06 |    96.0787      |
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| 11594 | 3.01945e+06 |   111.596       |
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| 11595 | 3.02123e+06 |   121.983       |
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| 11596 | 3.02301e+06 |    96.3635      |
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| 11597 | 3.02479e+06 |    79.8599      |
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| 11598 | 3.02658e+06 |    89.9641      |
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| 11599 | 3.02836e+06 |    77.55        |
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| 11600 | 3.00166e+06 |     6.01308     |
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| 11601 | 3.00344e+06 |     5.36337     |
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| 11602 | 3.00522e+06 |     7.23067     |
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| 11603 | 3.00701e+06 |     7.29215     |
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| 11604 | 3.00879e+06 |     9.09268     |
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| 11605 | 3.01057e+06 |     6.66233     |
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| 11606 | 3.01235e+06 |     5.47345     |
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| 11607 | 3.01413e+06 |     5.89871     |
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| 11608 | 3.01592e+06 |     5.67119     |
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| 11609 | 3.0177e+06  |     7.18977     |
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| 11610 | 3.01948e+06 |     7.55641     |
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| 11611 | 3.02126e+06 |     9.09187     |
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| 11612 | 3.02304e+06 |     6.89227     |
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| 11613 | 3.02483e+06 |     5.50265     |
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| 11614 | 3.02661e+06 |     6.10233     |
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| 11615 | 3.02839e+06 |     5.72314     |
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| 11616 | 3.00169e+06 |    13.4055      |
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| 11617 | 3.00348e+06 |    14.596       |
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| 11618 | 3.00526e+06 |    13.7149      |
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| 11619 | 3.00704e+06 |    19.0669      |
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| 11620 | 3.00882e+06 |    21.0696      |
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| 11621 | 3.0106e+06  |    16.4274      |
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| 11622 | 3.01238e+06 |    15.0078      |
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| 11623 | 3.01417e+06 |    13.7154      |
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| 11624 | 3.01595e+06 |    14.8354      |
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| 11625 | 3.01773e+06 |    13.9174      |
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| 11626 | 3.01951e+06 |    19.2616      |
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| 11627 | 3.0213e+06  |    21.2639      |
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| 11628 | 3.02308e+06 |    16.6195      |
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| 11629 | 3.02486e+06 |    15.1996      |
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| 11630 | 3.02664e+06 |    13.9071      |
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| 11631 | 3.02842e+06 |    15.0271      |
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| 11632 | 3.00173e+06 |     0.902263    |
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| 11633 | 3.00351e+06 |     0.478502    |
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| 11634 | 3.00529e+06 |     1.71097     |
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| 11635 | 3.00707e+06 |     2.36244     |
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| 11636 | 3.00885e+06 |     2.45475     |
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| 11637 | 3.01064e+06 |     1.98219     |
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| 11638 | 3.01242e+06 |     0.752502    |
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| 11639 | 3.0142e+06  |     0.792616    |
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| 11640 | 3.01598e+06 |     0.414196    |
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| 11641 | 3.01776e+06 |     1.63126     |
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| 11642 | 3.01955e+06 |     2.288       |
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| 11643 | 3.02133e+06 |     2.37852     |
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| 11644 | 3.02311e+06 |     1.90655     |
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| 11645 | 3.02489e+06 |     0.676639    |
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| 11646 | 3.02667e+06 |     0.716836    |
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| 11647 | 3.02846e+06 |     0.338393    |
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| 11648 | 3.00176e+06 |     3.85325     |
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| 11649 | 3.00354e+06 |     3.79283     |
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| 11650 | 3.00532e+06 |     3.79693     |
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| 11651 | 3.0071e+06  |     4.19896     |
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| 11652 | 3.00889e+06 |     6.25668     |
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| 11653 | 3.01067e+06 |     4.34371     |
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| 11654 | 3.01245e+06 |     4.52405     |
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| 11655 | 3.01423e+06 |     4.41879     |
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| 11656 | 3.01602e+06 |     4.35909     |
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| 11657 | 3.0178e+06  |     3.77419     |
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| 11658 | 3.01958e+06 |     4.67265     |
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| 11659 | 3.02136e+06 |     6.16698     |
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| 11660 | 3.02314e+06 |     3.89428     |
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| 11661 | 3.02492e+06 |     3.96837     |
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| 11662 | 3.02671e+06 |     4.41338     |
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| 11663 | 3.02849e+06 |     4.35214     |
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| 11664 | 3.00179e+06 |     8.78038     |
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| 11665 | 3.00357e+06 |     9.07334     |
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| 11666 | 3.00536e+06 |    11.6399      |
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| 11667 | 3.00714e+06 |    11.9543      |
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| 11668 | 3.00892e+06 |     9.92191     |
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| 11669 | 3.0107e+06  |     8.58571     |
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| 11670 | 3.01248e+06 |     8.30349     |
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| 11671 | 3.01427e+06 |     8.02142     |
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| 11672 | 3.01605e+06 |     8.80985     |
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| 11673 | 3.01783e+06 |    11.572       |
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| 11674 | 3.01961e+06 |    11.9773      |
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| 11675 | 3.02139e+06 |     9.9882      |
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| 11676 | 3.02318e+06 |     8.67269     |
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| 11677 | 3.02496e+06 |     8.4003      |
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| 11678 | 3.02674e+06 |     8.12296     |
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| 11679 | 3.02852e+06 |     8.91365     |
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| 11680 | 3.00182e+06 |     3.94374     |
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| 11681 | 3.00361e+06 |     2.98506     |
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| 11682 | 3.00539e+06 |     6.06972     |
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| 11683 | 3.00717e+06 |     6.58448     |
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| 11684 | 3.00895e+06 |     9.36319     |
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| 11685 | 3.01074e+06 |     5.67136     |
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| 11686 | 3.01252e+06 |     4.70747     |
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| 11687 | 3.0143e+06  |     4.5103      |
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| 11688 | 3.01608e+06 |     3.62099     |
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| 11689 | 3.01786e+06 |     6.61896     |
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| 11690 | 3.01964e+06 |     7.05012     |
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| 11691 | 3.02143e+06 |     9.76053     |
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| 11692 | 3.02321e+06 |     6.01402     |
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| 11693 | 3.02499e+06 |     5.00645     |
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| 11694 | 3.02677e+06 |     4.77426     |
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| 11695 | 3.02856e+06 |     3.85697     |
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| 11696 | 3.00186e+06 |     7.81993     |
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| 11697 | 3.00364e+06 |     7.60171     |
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| 11698 | 3.00542e+06 |     8.99336     |
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| 11699 | 3.0072e+06  |     9.68588     |
+-------+-------------+-----------------+
| 11700 | 3.00899e+06 |    10.3607      |
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| 11701 | 3.01077e+06 |     6.95349     |
+-------+-------------+-----------------+
| 11702 | 3.01255e+06 |    10.4209      |
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| 11703 | 3.01433e+06 |     7.67519     |
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| 11704 | 3.01611e+06 |     7.69077     |
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| 11705 | 3.0179e+06  |     9.09269     |
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| 11706 | 3.01968e+06 |     9.77475     |
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| 11707 | 3.02146e+06 |    10.4513      |
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| 11708 | 3.02324e+06 |     7.04505     |
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| 11709 | 3.02502e+06 |    10.5121      |
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| 11710 | 3.02681e+06 |     7.76607     |
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| 11711 | 3.02859e+06 |     7.7817      |
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| 11712 | 3.00189e+06 |    60.8269      |
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| 11713 | 3.00367e+06 |    55.2991      |
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| 11714 | 3.00546e+06 |    57.1907      |
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| 11715 | 3.00724e+06 |    56.9008      |
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| 11716 | 3.00902e+06 |    48.3458      |
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| 11717 | 3.0108e+06  |    53.7954      |
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| 11718 | 3.01258e+06 |    52.7744      |
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| 11719 | 3.01436e+06 |    61.2465      |
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| 11720 | 3.01615e+06 |    55.791       |
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| 11721 | 3.01793e+06 |    57.6993      |
+-------+-------------+-----------------+
| 11722 | 3.01971e+06 |    57.4155      |
+-------+-------------+-----------------+
| 11723 | 3.02149e+06 |    48.8512      |
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| 11724 | 3.02328e+06 |    54.3169      |
+-------+-------------+-----------------+
| 11725 | 3.02506e+06 |    53.304       |
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| 11726 | 3.02684e+06 |    61.776       |
+-------+-------------+-----------------+
| 11727 | 3.02862e+06 |    56.3206      |
+-------+-------------+-----------------+
| 11728 | 3.00192e+06 |    31.7284      |
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| 11729 | 3.00371e+06 |    24.6572      |
+-------+-------------+-----------------+
| 11730 | 3.00549e+06 |    25.1049      |
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| 11731 | 3.00727e+06 |    37.43        |
+-------+-------------+-----------------+
| 11732 | 3.00905e+06 |    29.9336      |
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| 11733 | 3.01083e+06 |    24.4642      |
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| 11734 | 3.01262e+06 |    25.1955      |
+-------+-------------+-----------------+
| 11735 | 3.0144e+06  |    34.6574      |
+-------+-------------+-----------------+
| 11736 | 3.01618e+06 |    25.6405      |
+-------+-------------+-----------------+
| 11737 | 3.01796e+06 |    25.4442      |
+-------+-------------+-----------------+
| 11738 | 3.01974e+06 |    37.5979      |
+-------+-------------+-----------------+
| 11739 | 3.02153e+06 |    30.0765      |
+-------+-------------+-----------------+
| 11740 | 3.02331e+06 |    24.6478      |
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| 11741 | 3.02509e+06 |    25.3974      |
+-------+-------------+-----------------+
| 11742 | 3.02687e+06 |    34.8966      |
+-------+-------------+-----------------+
| 11743 | 3.02865e+06 |    25.905       |
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| 11744 | 3.00196e+06 |    25.9051      |
+-------+-------------+-----------------+
| 11745 | 3.00374e+06 |    28.469       |
+-------+-------------+-----------------+
| 11746 | 3.00552e+06 |    35.8696      |
+-------+-------------+-----------------+
| 11747 | 3.0073e+06  |    42.2622      |
+-------+-------------+-----------------+
| 11748 | 3.00908e+06 |    44.4085      |
+-------+-------------+-----------------+
| 11749 | 3.01087e+06 |    42.8457      |
+-------+-------------+-----------------+
| 11750 | 3.01265e+06 |    36.7153      |
+-------+-------------+-----------------+
| 11751 | 3.01443e+06 |    25.3304      |
+-------+-------------+-----------------+
| 11752 | 3.01621e+06 |    28.6206      |
+-------+-------------+-----------------+
| 11753 | 3.018e+06   |    34.7148      |
+-------+-------------+-----------------+
| 11754 | 3.01978e+06 |    41.9166      |
+-------+-------------+-----------------+
| 11755 | 3.02156e+06 |    41.5038      |
+-------+-------------+-----------------+
| 11756 | 3.02334e+06 |    42.3267      |
+-------+-------------+-----------------+
| 11757 | 3.02512e+06 |    37.1244      |
+-------+-------------+-----------------+
| 11758 | 3.0269e+06  |    25.1822      |
+-------+-------------+-----------------+
| 11759 | 3.02869e+06 |    28.3639      |
+-------+-------------+-----------------+
| 11760 | 3.00199e+06 |    25.7707      |
+-------+-------------+-----------------+
| 11761 | 3.00377e+06 |    21.3762      |
+-------+-------------+-----------------+
| 11762 | 3.00555e+06 |    28.7109      |
+-------+-------------+-----------------+
| 11763 | 3.00734e+06 |    34.4331      |
+-------+-------------+-----------------+
| 11764 | 3.00912e+06 |    36.65        |
+-------+-------------+-----------------+
| 11765 | 3.0109e+06  |    27.0282      |
+-------+-------------+-----------------+
| 11766 | 3.01268e+06 |    24.6783      |
+-------+-------------+-----------------+
| 11767 | 3.01446e+06 |    25.4772      |
+-------+-------------+-----------------+
| 11768 | 3.01625e+06 |    22.1986      |
+-------+-------------+-----------------+
| 11769 | 3.01803e+06 |    28.9101      |
+-------+-------------+-----------------+
| 11770 | 3.01981e+06 |    34.792       |
+-------+-------------+-----------------+
| 11771 | 3.02159e+06 |    36.9164      |
+-------+-------------+-----------------+
| 11772 | 3.02337e+06 |    27.3232      |
+-------+-------------+-----------------+
| 11773 | 3.02516e+06 |    24.957       |
+-------+-------------+-----------------+
| 11774 | 3.02694e+06 |    25.7612      |
+-------+-------------+-----------------+
| 11775 | 3.02872e+06 |    22.4802      |
+-------+-------------+-----------------+
| 11776 | 3.00202e+06 |    11.4855      |
+-------+-------------+-----------------+
| 11777 | 3.0038e+06  |    10.9802      |
+-------+-------------+-----------------+
| 11778 | 3.00559e+06 |    13.9727      |
+-------+-------------+-----------------+
| 11779 | 3.00737e+06 |    16.5401      |
+-------+-------------+-----------------+
| 11780 | 3.00915e+06 |    10.5855      |
+-------+-------------+-----------------+
| 11781 | 3.01093e+06 |     8.28872     |
+-------+-------------+-----------------+
| 11782 | 3.01272e+06 |     9.71666     |
+-------+-------------+-----------------+
| 11783 | 3.0145e+06  |    11.1508      |
+-------+-------------+-----------------+
| 11784 | 3.01628e+06 |    11.3838      |
+-------+-------------+-----------------+
| 11785 | 3.01806e+06 |    13.4556      |
+-------+-------------+-----------------+
| 11786 | 3.01984e+06 |    16.6602      |
+-------+-------------+-----------------+
| 11787 | 3.02162e+06 |    10.237       |
+-------+-------------+-----------------+
| 11788 | 3.02341e+06 |     8.2819      |
+-------+-------------+-----------------+
| 11789 | 3.02519e+06 |     9.46033     |
+-------+-------------+-----------------+
| 11790 | 3.02697e+06 |    11.0765      |
+-------+-------------+-----------------+
| 11791 | 3.02875e+06 |    11.1764      |
+-------+-------------+-----------------+
| 11792 | 3.00206e+06 |    31.5855      |
+-------+-------------+-----------------+
| 11793 | 3.00384e+06 |    32.9584      |
+-------+-------------+-----------------+
| 11794 | 3.00562e+06 |    41.4303      |
+-------+-------------+-----------------+
| 11795 | 3.0074e+06  |    57.1766      |
+-------+-------------+-----------------+
| 11796 | 3.00918e+06 |    63.8585      |
+-------+-------------+-----------------+
| 11797 | 3.01097e+06 |    38.8046      |
+-------+-------------+-----------------+
| 11798 | 3.01275e+06 |    30.4311      |
+-------+-------------+-----------------+
| 11799 | 3.01453e+06 |    34.6558      |
+-------+-------------+-----------------+
| 11800 | 3.01631e+06 |    32.4695      |
+-------+-------------+-----------------+
| 11801 | 3.01809e+06 |    43.4842      |
+-------+-------------+-----------------+
| 11802 | 3.01988e+06 |    56.8642      |
+-------+-------------+-----------------+
| 11803 | 3.02166e+06 |    65.5386      |
+-------+-------------+-----------------+
| 11804 | 3.02344e+06 |    38.6041      |
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| 11805 | 3.02522e+06 |    31.9884      |
+-------+-------------+-----------------+
| 11806 | 3.027e+06   |    34.7688      |
+-------+-------------+-----------------+
| 11807 | 3.02879e+06 |    33.8694      |
+-------+-------------+-----------------+
| 11808 | 3.00209e+06 |    38.1287      |
+-------+-------------+-----------------+
| 11809 | 3.00387e+06 |    31.6535      |
+-------+-------------+-----------------+
| 11810 | 3.00565e+06 |    35.719       |
+-------+-------------+-----------------+
| 11811 | 3.00744e+06 |    47.0217      |
+-------+-------------+-----------------+
| 11812 | 3.00922e+06 |    41.2046      |
+-------+-------------+-----------------+
| 11813 | 3.011e+06   |    30.5959      |
+-------+-------------+-----------------+
| 11814 | 3.01278e+06 |    32.1087      |
+-------+-------------+-----------------+
| 11815 | 3.01456e+06 |    38.4816      |
+-------+-------------+-----------------+
| 11816 | 3.01634e+06 |    31.8353      |
+-------+-------------+-----------------+
| 11817 | 3.01813e+06 |    35.4798      |
+-------+-------------+-----------------+
| 11818 | 3.01991e+06 |    43.3672      |
+-------+-------------+-----------------+
| 11819 | 3.02169e+06 |    40.5828      |
+-------+-------------+-----------------+
| 11820 | 3.02347e+06 |    34.9758      |
+-------+-------------+-----------------+
| 11821 | 3.02526e+06 |    32.6122      |
+-------+-------------+-----------------+
| 11822 | 3.02704e+06 |    38.8433      |
+-------+-------------+-----------------+
| 11823 | 3.02882e+06 |    32.2325      |
+-------+-------------+-----------------+
| 11824 | 3.00212e+06 |    10.7533      |
+-------+-------------+-----------------+
| 11825 | 3.0039e+06  |    11.8624      |
+-------+-------------+-----------------+
| 11826 | 3.00569e+06 |    14.1482      |
+-------+-------------+-----------------+
| 11827 | 3.00747e+06 |    15.9051      |
+-------+-------------+-----------------+
| 11828 | 3.00925e+06 |    17.1087      |
+-------+-------------+-----------------+
| 11829 | 3.01103e+06 |    15.4823      |
+-------+-------------+-----------------+
| 11830 | 3.01281e+06 |    14.9242      |
+-------+-------------+-----------------+
| 11831 | 3.0146e+06  |    13.1403      |
+-------+-------------+-----------------+
| 11832 | 3.01638e+06 |    13.5195      |
+-------+-------------+-----------------+
| 11833 | 3.01816e+06 |    15.3557      |
+-------+-------------+-----------------+
| 11834 | 3.01994e+06 |    16.8497      |
+-------+-------------+-----------------+
| 11835 | 3.02172e+06 |    17.8649      |
+-------+-------------+-----------------+
| 11836 | 3.02351e+06 |    16.107       |
+-------+-------------+-----------------+
| 11837 | 3.02529e+06 |    15.4602      |
+-------+-------------+-----------------+
| 11838 | 3.02707e+06 |    13.6102      |
+-------+-------------+-----------------+
| 11839 | 3.02885e+06 |    13.944       |
+-------+-------------+-----------------+
| 11840 | 3.00216e+06 |   108.824       |
+-------+-------------+-----------------+
| 11841 | 3.00394e+06 |    90.5599      |
+-------+-------------+-----------------+
| 11842 | 3.00572e+06 |   117.242       |
+-------+-------------+-----------------+
| 11843 | 3.0075e+06  |   124.363       |
+-------+-------------+-----------------+
| 11844 | 3.00928e+06 |   121.562       |
+-------+-------------+-----------------+
| 11845 | 3.01106e+06 |    90.0213      |
+-------+-------------+-----------------+
| 11846 | 3.01285e+06 |    90.6222      |
+-------+-------------+-----------------+
| 11847 | 3.01463e+06 |   106.487       |
+-------+-------------+-----------------+
| 11848 | 3.01641e+06 |    94.1297      |
+-------+-------------+-----------------+
| 11849 | 3.01819e+06 |   115.929       |
+-------+-------------+-----------------+
| 11850 | 3.01998e+06 |   126.248       |
+-------+-------------+-----------------+
| 11851 | 3.02176e+06 |   120.469       |
+-------+-------------+-----------------+
| 11852 | 3.02354e+06 |    92.0817      |
+-------+-------------+-----------------+
| 11853 | 3.02532e+06 |    90.729       |
+-------+-------------+-----------------+
| 11854 | 3.0271e+06  |   108.264       |
+-------+-------------+-----------------+
| 11855 | 3.02888e+06 |    94.4598      |
+-------+-------------+-----------------+
| 11856 | 3.00219e+06 |    97.4202      |
+-------+-------------+-----------------+
| 11857 | 3.00397e+06 |    96.2181      |
+-------+-------------+-----------------+
| 11858 | 3.00575e+06 |   121.656       |
+-------+-------------+-----------------+
| 11859 | 3.00753e+06 |   135.285       |
+-------+-------------+-----------------+
| 11860 | 3.00932e+06 |   138.761       |
+-------+-------------+-----------------+
| 11861 | 3.0111e+06  |    94.597       |
+-------+-------------+-----------------+
| 11862 | 3.01288e+06 |    86.5413      |
+-------+-------------+-----------------+
| 11863 | 3.01466e+06 |    96.3346      |
+-------+-------------+-----------------+
| 11864 | 3.01644e+06 |    97.633       |
+-------+-------------+-----------------+
| 11865 | 3.01823e+06 |   121.666       |
+-------+-------------+-----------------+
| 11866 | 3.02001e+06 |   135.885       |
+-------+-------------+-----------------+
| 11867 | 3.02179e+06 |   139.036       |
+-------+-------------+-----------------+
| 11868 | 3.02357e+06 |    95.0396      |
+-------+-------------+-----------------+
| 11869 | 3.02535e+06 |    86.9527      |
+-------+-------------+-----------------+
| 11870 | 3.02714e+06 |    96.763       |
+-------+-------------+-----------------+
| 11871 | 3.02892e+06 |    98.0458      |
+-------+-------------+-----------------+
| 11872 | 3.00222e+06 |    43.2173      |
+-------+-------------+-----------------+
| 11873 | 3.004e+06   |    54.3598      |
+-------+-------------+-----------------+
| 11874 | 3.00578e+06 |    58.5545      |
+-------+-------------+-----------------+
| 11875 | 3.00757e+06 |    75.8417      |
+-------+-------------+-----------------+
| 11876 | 3.00935e+06 |    70.579       |
+-------+-------------+-----------------+
| 11877 | 3.01113e+06 |    48.6417      |
+-------+-------------+-----------------+
| 11878 | 3.01291e+06 |    49.0691      |
+-------+-------------+-----------------+
| 11879 | 3.0147e+06  |    43.0392      |
+-------+-------------+-----------------+
| 11880 | 3.01648e+06 |    54.8836      |
+-------+-------------+-----------------+
| 11881 | 3.01826e+06 |    58.6411      |
+-------+-------------+-----------------+
| 11882 | 3.02004e+06 |    76.2896      |
+-------+-------------+-----------------+
| 11883 | 3.02182e+06 |    70.7731      |
+-------+-------------+-----------------+
| 11884 | 3.0236e+06  |    49.0243      |
+-------+-------------+-----------------+
| 11885 | 3.02539e+06 |    49.3001      |
+-------+-------------+-----------------+
| 11886 | 3.02717e+06 |    43.4023      |
+-------+-------------+-----------------+
| 11887 | 3.02895e+06 |    55.143       |
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| 11888 | 3.00225e+06 |    54.8852      |
+-------+-------------+-----------------+
| 11889 | 3.00404e+06 |    57.0464      |
+-------+-------------+-----------------+
| 11890 | 3.00582e+06 |    78.8857      |
+-------+-------------+-----------------+
| 11891 | 3.0076e+06  |    85.1775      |
+-------+-------------+-----------------+
| 11892 | 3.00938e+06 |    80.4492      |
+-------+-------------+-----------------+
| 11893 | 3.01116e+06 |    52.4924      |
+-------+-------------+-----------------+
| 11894 | 3.01295e+06 |    47.8294      |
+-------+-------------+-----------------+
| 11895 | 3.01473e+06 |    54.9049      |
+-------+-------------+-----------------+
| 11896 | 3.01651e+06 |    57.2562      |
+-------+-------------+-----------------+
| 11897 | 3.01829e+06 |    78.9868      |
+-------+-------------+-----------------+
| 11898 | 3.02007e+06 |    85.248       |
+-------+-------------+-----------------+
| 11899 | 3.02186e+06 |    80.53        |
+-------+-------------+-----------------+
| 11900 | 3.02364e+06 |    52.5813      |
+-------+-------------+-----------------+
| 11901 | 3.02542e+06 |    47.9177      |
+-------+-------------+-----------------+
| 11902 | 3.0272e+06  |    54.9927      |
+-------+-------------+-----------------+
| 11903 | 3.02898e+06 |    57.344       |
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| 11904 | 3.00229e+06 |    41.987       |
+-------+-------------+-----------------+
| 11905 | 3.00407e+06 |    51.2247      |
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| 11906 | 3.00585e+06 |    59.0813      |
+-------+-------------+-----------------+
| 11907 | 3.00763e+06 |    77.7356      |
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| 11908 | 3.00942e+06 |    80.4515      |
+-------+-------------+-----------------+
| 11909 | 3.0112e+06  |    38.0879      |
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| 11910 | 3.01298e+06 |    35.0566      |
+-------+-------------+-----------------+
| 11911 | 3.01476e+06 |    42.734       |
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| 11912 | 3.01654e+06 |    50.2152      |
+-------+-------------+-----------------+
| 11913 | 3.01832e+06 |    58.381       |
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| 11914 | 3.02011e+06 |    77.4609      |
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| 11915 | 3.02189e+06 |    80.4565      |
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| 11916 | 3.02367e+06 |    38.2757      |
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| 11917 | 3.02545e+06 |    35.2981      |
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| 11918 | 3.02724e+06 |    43.0281      |
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| 11919 | 3.02902e+06 |    50.5286      |
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| 11920 | 3.00232e+06 |    74.2614      |
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| 11921 | 3.0041e+06  |    75.2335      |
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| 11922 | 3.00588e+06 |    82.2823      |
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| 11923 | 3.00767e+06 |    84.823       |
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| 11924 | 3.00945e+06 |    88.3996      |
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| 11925 | 3.01123e+06 |    77.0998      |
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| 11926 | 3.01301e+06 |    71.7944      |
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| 11927 | 3.01479e+06 |    72.8552      |
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| 11928 | 3.01658e+06 |    74.6957      |
+-------+-------------+-----------------+
| 11929 | 3.01836e+06 |    82.3336      |
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| 11930 | 3.02014e+06 |    84.8525      |
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| 11931 | 3.02192e+06 |    88.5761      |
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| 11932 | 3.0237e+06  |    77.3961      |
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| 11933 | 3.02549e+06 |    72.074       |
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| 11934 | 3.02727e+06 |    73.0944      |
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| 11935 | 3.02905e+06 |    74.9268      |
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| 11936 | 3.00235e+06 |    18.4037      |
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| 11937 | 3.00414e+06 |    16.0381      |
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| 11938 | 3.00592e+06 |    22.7428      |
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| 11939 | 3.0077e+06  |    30.0413      |
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| 11940 | 3.00948e+06 |    28.2073      |
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| 11941 | 3.01126e+06 |    23.7685      |
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| 11942 | 3.01304e+06 |    16.6182      |
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| 11943 | 3.01483e+06 |    17.9212      |
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| 11944 | 3.01661e+06 |    15.0483      |
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| 11945 | 3.01839e+06 |    21.7896      |
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| 11946 | 3.02017e+06 |    29.0273      |
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| 11947 | 3.02196e+06 |    27.1948      |
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| 11948 | 3.02374e+06 |    22.7519      |
+-------+-------------+-----------------+
| 11949 | 3.02552e+06 |    15.6031      |
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| 11950 | 3.0273e+06  |    16.913       |
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| 11951 | 3.02908e+06 |    14.0413      |
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| 11952 | 3.00239e+06 |    71.0877      |
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| 11953 | 3.00417e+06 |    63.7328      |
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| 11954 | 3.00595e+06 |   110.136       |
+-------+-------------+-----------------+
| 11955 | 3.00773e+06 |   100.685       |
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| 11956 | 3.00951e+06 |    98.6436      |
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| 11957 | 3.0113e+06  |    48.7275      |
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| 11958 | 3.01308e+06 |    54.2186      |
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| 11959 | 3.01486e+06 |    64.1845      |
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| 11960 | 3.01664e+06 |    63.0392      |
+-------+-------------+-----------------+
| 11961 | 3.01842e+06 |   100.484       |
+-------+-------------+-----------------+
| 11962 | 3.02021e+06 |    91.4683      |
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| 11963 | 3.02199e+06 |    89.4479      |
+-------+-------------+-----------------+
| 11964 | 3.02377e+06 |    50.2808      |
+-------+-------------+-----------------+
| 11965 | 3.02555e+06 |    50.6818      |
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| 11966 | 3.02733e+06 |    61.9198      |
+-------+-------------+-----------------+
| 11967 | 3.02912e+06 |    58.4359      |
+-------+-------------+-----------------+
| 11968 | 3.00242e+06 |    50.7003      |
+-------+-------------+-----------------+
| 11969 | 3.0042e+06  |    38.5604      |
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| 11970 | 3.00598e+06 |    45.3757      |
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| 11971 | 3.00776e+06 |    60.8838      |
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| 11972 | 3.00955e+06 |    57.992       |
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| 11973 | 3.01133e+06 |    50.1504      |
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| 11974 | 3.01311e+06 |    39.4227      |
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| 11975 | 3.01489e+06 |    49.5885      |
+-------+-------------+-----------------+
| 11976 | 3.01668e+06 |    36.7111      |
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| 11977 | 3.01846e+06 |    47.5075      |
+-------+-------------+-----------------+
| 11978 | 3.02024e+06 |    60.6781      |
+-------+-------------+-----------------+
| 11979 | 3.02202e+06 |    59.56        |
+-------+-------------+-----------------+
| 11980 | 3.0238e+06  |    50.4376      |
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| 11981 | 3.02558e+06 |    40.5879      |
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| 11982 | 3.02737e+06 |    50.1329      |
+-------+-------------+-----------------+
| 11983 | 3.02915e+06 |    37.7269      |
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| 11984 | 3.00245e+06 |    34.4716      |
+-------+-------------+-----------------+
| 11985 | 3.00423e+06 |    33.9226      |
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| 11986 | 3.00602e+06 |    44.1534      |
+-------+-------------+-----------------+
| 11987 | 3.0078e+06  |    48.802       |
+-------+-------------+-----------------+
| 11988 | 3.00958e+06 |    53.548       |
+-------+-------------+-----------------+
| 11989 | 3.01136e+06 |    47.8869      |
+-------+-------------+-----------------+
| 11990 | 3.01314e+06 |    30.6544      |
+-------+-------------+-----------------+
| 11991 | 3.01493e+06 |    40.7536      |
+-------+-------------+-----------------+
| 11992 | 3.01671e+06 |    33.4641      |
+-------+-------------+-----------------+
| 11993 | 3.01849e+06 |    47.1166      |
+-------+-------------+-----------------+
| 11994 | 3.02027e+06 |    48.1076      |
+-------+-------------+-----------------+
| 11995 | 3.02205e+06 |    55.3047      |
+-------+-------------+-----------------+
| 11996 | 3.02384e+06 |    47.4637      |
+-------+-------------+-----------------+
| 11997 | 3.02562e+06 |    31.8143      |
+-------+-------------+-----------------+
| 11998 | 3.0274e+06  |    40.571       |
+-------+-------------+-----------------+
| 11999 | 3.02918e+06 |    34.3072      |
+-------+-------------+-----------------+
| 12000 | 3.00248e+06 |    16.4         |
+-------+-------------+-----------------+
| 12001 | 3.00427e+06 |    15.9401      |
+-------+-------------+-----------------+
| 12002 | 3.00605e+06 |    17.8724      |
+-------+-------------+-----------------+
| 12003 | 3.00783e+06 |    19.1694      |
+-------+-------------+-----------------+
| 12004 | 3.00961e+06 |    23.0396      |
+-------+-------------+-----------------+
| 12005 | 3.0114e+06  |    16.3215      |
+-------+-------------+-----------------+
| 12006 | 3.01318e+06 |    15.0276      |
+-------+-------------+-----------------+
| 12007 | 3.01496e+06 |    16.4453      |
+-------+-------------+-----------------+
| 12008 | 3.01674e+06 |    16.0366      |
+-------+-------------+-----------------+
| 12009 | 3.01852e+06 |    17.6693      |
+-------+-------------+-----------------+
| 12010 | 3.0203e+06  |    19.2114      |
+-------+-------------+-----------------+
| 12011 | 3.02209e+06 |    22.8625      |
+-------+-------------+-----------------+
| 12012 | 3.02387e+06 |    16.3378      |
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| 12013 | 3.02565e+06 |    14.8723      |
+-------+-------------+-----------------+
| 12014 | 3.02743e+06 |    16.4428      |
+-------+-------------+-----------------+
| 12015 | 3.02922e+06 |    15.899       |
+-------+-------------+-----------------+
| 12016 | 3.00252e+06 |    11.4489      |
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| 12017 | 3.0043e+06  |    12.8298      |
+-------+-------------+-----------------+
| 12018 | 3.00608e+06 |    14.0381      |
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| 12019 | 3.00786e+06 |    14.9356      |
+-------+-------------+-----------------+
| 12020 | 3.00965e+06 |    12.5118      |
+-------+-------------+-----------------+
| 12021 | 3.01143e+06 |    10.8173      |
+-------+-------------+-----------------+
| 12022 | 3.01321e+06 |    12.5192      |
+-------+-------------+-----------------+
| 12023 | 3.01499e+06 |    11.2721      |
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| 12024 | 3.01677e+06 |    17.9225      |
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| 12025 | 3.01856e+06 |    13.2399      |
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| 12026 | 3.02034e+06 |    14.5416      |
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| 12027 | 3.02212e+06 |    14.1825      |
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| 12028 | 3.0239e+06  |    11.6866      |
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| 12029 | 3.02568e+06 |    12.704       |
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| 12030 | 3.02747e+06 |    11.9263      |
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| 12031 | 3.02925e+06 |    17.9658      |
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| 12032 | 3.00255e+06 |    38.0588      |
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| 12033 | 3.00433e+06 |    32.9137      |
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| 12034 | 3.00612e+06 |    41.7229      |
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| 12035 | 3.0079e+06  |    55.8919      |
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| 12036 | 3.00968e+06 |    55.047       |
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| 12037 | 3.01146e+06 |    34.1397      |
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| 12038 | 3.01324e+06 |    35.7865      |
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| 12039 | 3.01502e+06 |    38.7733      |
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| 12040 | 3.01681e+06 |    33.9879      |
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| 12041 | 3.01859e+06 |    42.2224      |
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| 12042 | 3.02037e+06 |    56.2071      |
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| 12043 | 3.02215e+06 |    55.3837      |
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| 12044 | 3.02394e+06 |    34.504       |
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| 12045 | 3.02572e+06 |    36.154       |
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| 12046 | 3.0275e+06  |    39.1362      |
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| 12047 | 3.02928e+06 |    34.3499      |
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| 12048 | 3.00258e+06 |    50.2674      |
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| 12049 | 3.00437e+06 |    43.0281      |
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| 12050 | 3.00615e+06 |    38.4408      |
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| 12051 | 3.00793e+06 |    41.0634      |
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| 12052 | 3.00971e+06 |    36.6263      |
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| 12053 | 3.01149e+06 |    48.0816      |
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| 12054 | 3.01328e+06 |    48.1888      |
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| 12055 | 3.01506e+06 |    51.2299      |
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| 12056 | 3.01684e+06 |    41.868       |
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| 12057 | 3.01862e+06 |    38.5119      |
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| 12058 | 3.0204e+06  |    41.1016      |
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| 12059 | 3.02219e+06 |    36.6304      |
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| 12060 | 3.02397e+06 |    48.1913      |
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| 12061 | 3.02575e+06 |    48.1095      |
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| 12062 | 3.02753e+06 |    51.2336      |
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| 12063 | 3.02931e+06 |    41.8881      |
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| 12064 | 3.00262e+06 |    42.1574      |
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| 12065 | 3.0044e+06  |    37.3635      |
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| 12066 | 3.00618e+06 |    48.0224      |
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| 12067 | 3.00796e+06 |    54.8662      |
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| 12068 | 3.00974e+06 |    48.7127      |
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| 12069 | 3.01153e+06 |    38.498       |
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| 12070 | 3.01331e+06 |    36.2568      |
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| 12071 | 3.01509e+06 |    41.8535      |
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| 12072 | 3.01687e+06 |    38.081       |
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| 12073 | 3.01866e+06 |    47.7774      |
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| 12074 | 3.02044e+06 |    55.3826      |
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| 12075 | 3.02222e+06 |    48.6143      |
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| 12076 | 3.024e+06   |    39.2602      |
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| 12077 | 3.02578e+06 |    36.097       |
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| 12078 | 3.02756e+06 |    42.4942      |
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| 12079 | 3.02935e+06 |    37.9317      |
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| 12080 | 3.00265e+06 |    10.5053      |
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| 12081 | 3.00443e+06 |    14.2087      |
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| 12082 | 3.00621e+06 |    13.8736      |
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| 12083 | 3.008e+06   |    17.2758      |
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| 12084 | 3.00978e+06 |    16.6489      |
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| 12085 | 3.01156e+06 |    11.025       |
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| 12086 | 3.01334e+06 |    10.5897      |
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| 12087 | 3.01512e+06 |    10.8465      |
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| 12088 | 3.01691e+06 |    14.2363      |
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| 12089 | 3.01869e+06 |    14.1683      |
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| 12090 | 3.02047e+06 |    17.0295      |
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| 12091 | 3.02225e+06 |    16.4894      |
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| 12092 | 3.02403e+06 |    10.6904      |
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| 12093 | 3.02582e+06 |    10.3932      |
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| 12094 | 3.0276e+06  |    10.8508      |
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| 12095 | 3.02938e+06 |    14.2673      |
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| 12096 | 3.0009e+06  |     1.49169     |
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| 12097 | 3.00268e+06 |     3.23333     |
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| 12098 | 3.00447e+06 |     1.9224      |
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| 12099 | 3.00625e+06 |     1.60613     |
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| 12100 | 3.00803e+06 |     1.15946     |
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| 12101 | 3.00981e+06 |     2.13361     |
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| 12102 | 3.01159e+06 |     2.84791     |
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| 12103 | 3.01338e+06 |     1.99101     |
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| 12104 | 3.01516e+06 |     2.80053     |
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| 12106 | 3.01872e+06 |     1.38877     |
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| 12108 | 3.02229e+06 |     1.77493     |
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| 12109 | 3.02407e+06 |     2.96839     |
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| 12110 | 3.02585e+06 |     1.92636     |
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| 12111 | 3.02763e+06 |     2.86304     |
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| 12112 | 3.00094e+06 |     0.0306683   |
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| 12113 | 3.00272e+06 |     0.1416      |
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| 12114 | 3.0045e+06  |     0.237737    |
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| 12116 | 3.00806e+06 |     0.424778    |
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| 12121 | 3.01697e+06 |     0.264556    |
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| 12291 | 3.00664e+06 |     1.14621     |
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| 12292 | 3.00843e+06 |     1.20428     |
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| 12293 | 3.01021e+06 |     0.561766    |
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| 12294 | 3.01199e+06 |     0.519644    |
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| 12295 | 3.01377e+06 |     0.650991    |
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| 12296 | 3.01555e+06 |     0.761853    |
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| 12297 | 3.01734e+06 |     0.321116    |
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| 12298 | 3.01912e+06 |     1.13643     |
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| 12299 | 3.0209e+06  |     1.20756     |
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| 12300 | 3.02268e+06 |     0.553267    |
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| 12301 | 3.02446e+06 |     0.522065    |
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| 12302 | 3.02625e+06 |     0.642645    |
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| 12303 | 3.02803e+06 |     0.76368     |
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| 12304 | 3.00133e+06 |     0.641438    |
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| 12305 | 3.00311e+06 |     0.776952    |
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| 12306 | 3.0049e+06  |     0.372882    |
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| 12307 | 3.00668e+06 |     0.461981    |
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| 12308 | 3.00846e+06 |     0.531315    |
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| 12309 | 3.01024e+06 |     0.629812    |
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| 12310 | 3.01202e+06 |     0.423733    |
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| 12311 | 3.0138e+06  |     0.58804     |
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| 12312 | 3.01559e+06 |     0.729778    |
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| 12313 | 3.01737e+06 |     0.351779    |
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| 12314 | 3.01915e+06 |     0.452186    |
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| 12315 | 3.02093e+06 |     0.524054    |
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| 12316 | 3.02272e+06 |     0.622563    |
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| 12317 | 3.0245e+06  |     0.416232    |
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| 12318 | 3.02628e+06 |     0.580423    |
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| 12319 | 3.02806e+06 |     0.722133    |
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| 12320 | 3.00136e+06 |     1.00753     |
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| 12321 | 3.00315e+06 |     0.607161    |
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| 12322 | 3.00493e+06 |     1.06624     |
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| 12323 | 3.00671e+06 |     0.893719    |
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| 12324 | 3.00849e+06 |     0.995492    |
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| 12325 | 3.01027e+06 |     0.745734    |
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| 12326 | 3.01206e+06 |     1.03216     |
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| 12327 | 3.01384e+06 |     1.03076     |
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| 12328 | 3.01562e+06 |     0.608176    |
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| 12329 | 3.0174e+06  |     1.11186     |
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| 12330 | 3.01918e+06 |     0.968566    |
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| 12331 | 3.02097e+06 |     0.955607    |
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| 12332 | 3.02275e+06 |     0.733761    |
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| 12333 | 3.02453e+06 |     1.05043     |
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| 12334 | 3.02631e+06 |     1.04367     |
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| 12335 | 3.02809e+06 |     0.614649    |
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| 12336 | 3.0014e+06  |     0.590622    |
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| 12337 | 3.00318e+06 |     0.51574     |
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| 12338 | 3.00496e+06 |     0.616502    |
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| 12339 | 3.00674e+06 |     0.633189    |
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| 12340 | 3.00852e+06 |     0.498901    |
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| 12342 | 3.01209e+06 |     0.708035    |
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| 12343 | 3.01387e+06 |     0.543433    |
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| 12350 | 3.02634e+06 |     0.553262    |
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| 12351 | 3.02813e+06 |     0.534017    |
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| 12352 | 3.00143e+06 |     1.27743     |
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| 12353 | 3.00321e+06 |     0.88941     |
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| 12354 | 3.00499e+06 |     0.693034    |
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| 12358 | 3.01212e+06 |     0.860185    |
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| 12363 | 3.02103e+06 |     0.862949    |
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| 12364 | 3.02281e+06 |     0.735655    |
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| 12365 | 3.0246e+06  |     0.921653    |
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| 12366 | 3.02638e+06 |     0.861367    |
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| 12370 | 3.00503e+06 |     2.14152     |
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| 12371 | 3.00681e+06 |     1.96731     |
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| 12372 | 3.00859e+06 |     1.87386     |
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| 12373 | 3.01037e+06 |     1.32538     |
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| 12375 | 3.01394e+06 |     0.982066    |
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| 12377 | 3.0175e+06  |     2.06781     |
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| 12378 | 3.01928e+06 |     1.92381     |
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| 12380 | 3.02285e+06 |     1.29822     |
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| 12382 | 3.02641e+06 |     0.994971    |
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| 12383 | 3.02819e+06 |     0.979428    |
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| 12384 | 3.0015e+06  |     0.770222    |
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| 12386 | 3.00506e+06 |     1.52297     |
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| 12388 | 3.00862e+06 |     1.22101     |
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| 12389 | 3.01041e+06 |     0.708941    |
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| 12390 | 3.01219e+06 |     0.827923    |
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| 12393 | 3.01753e+06 |     1.28401     |
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| 12400 | 3.00153e+06 |     3.56722     |
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| 12405 | 3.01044e+06 |     2.34069     |
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| 12408 | 3.01578e+06 |     2.75903     |
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| 12409 | 3.01757e+06 |     2.94915     |
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| 12410 | 3.01935e+06 |     3.45059     |
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| 12411 | 3.02113e+06 |     3.88979     |
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| 12412 | 3.02291e+06 |     2.36938     |
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| 12413 | 3.0247e+06  |     3.33309     |
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| 12414 | 3.02648e+06 |     2.93095     |
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| 12417 | 3.00334e+06 |     1.38746     |
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| 12418 | 3.00513e+06 |     1.65249     |
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| 12422 | 3.01225e+06 |     1.47227     |
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| 12424 | 3.01582e+06 |     1.21798     |
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| 12449 | 3.00341e+06 |     3.02651     |
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| 12450 | 3.00519e+06 |     3.634       |
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| 12453 | 3.01054e+06 |     3.61631     |
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| 12504 | 3.01598e+06 |     0.218423    |
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| 12521 | 3.0178e+06  |     0.44841     |
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| 12528 | 3.00179e+06 |     3.8116      |
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| 12529 | 3.00358e+06 |     4.19306     |
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| 12530 | 3.00536e+06 |     2.86317     |
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| 12531 | 3.00714e+06 |     4.11838     |
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| 12532 | 3.00892e+06 |     3.46314     |
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| 12533 | 3.0107e+06  |     3.59831     |
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| 12534 | 3.01248e+06 |     4.94758     |
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| 12535 | 3.01427e+06 |     3.66282     |
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| 12536 | 3.01605e+06 |     4.32732     |
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| 12537 | 3.01783e+06 |     4.09243     |
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| 12538 | 3.01961e+06 |     3.62895     |
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| 12539 | 3.0214e+06  |     3.01821     |
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| 12540 | 3.02318e+06 |     3.69905     |
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| 12541 | 3.02496e+06 |     4.38187     |
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| 12542 | 3.02674e+06 |     3.72303     |
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| 12543 | 3.02852e+06 |     4.33515     |
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| 12544 | 3.00183e+06 |    -0.030196    |
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| 12545 | 3.00361e+06 |     0.295961    |
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| 12546 | 3.00539e+06 |     0.160477    |
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| 12547 | 3.00717e+06 |     0.494113    |
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| 12548 | 3.00895e+06 |     0.359552    |
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| 12549 | 3.01074e+06 |     0.423838    |
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| 12550 | 3.01252e+06 |     0.507207    |
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| 12551 | 3.0143e+06  |     0.774536    |
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| 12552 | 3.01608e+06 |     0.484497    |
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| 12553 | 3.01786e+06 |     0.643748    |
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| 12554 | 3.01965e+06 |     0.476419    |
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| 12555 | 3.02143e+06 |     0.520692    |
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| 12556 | 3.02321e+06 |     0.290749    |
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| 12557 | 3.02499e+06 |     0.286083    |
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| 12558 | 3.02677e+06 |     0.548279    |
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| 12559 | 3.02856e+06 |     0.528704    |
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| 12560 | 3.00186e+06 |     0.646431    |
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| 12561 | 3.00364e+06 |    -0.0264806   |
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| 12562 | 3.00542e+06 |     0.809016    |
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| 12563 | 3.0072e+06  |     0.124412    |
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| 12564 | 3.00899e+06 |     0.306689    |
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| 12565 | 3.01077e+06 |     0.211273    |
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| 12566 | 3.01255e+06 |     0.254008    |
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| 12567 | 3.01433e+06 |     0.360011    |
+-------+-------------+-----------------+
| 12568 | 3.01612e+06 |     0.0892609   |
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| 12569 | 3.0179e+06  |     0.658578    |
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| 12570 | 3.01968e+06 |     0.169484    |
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| 12571 | 3.02146e+06 |     0.321266    |
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| 12572 | 3.02324e+06 |     0.268794    |
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| 12573 | 3.02502e+06 |     0.134945    |
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| 12574 | 3.02681e+06 |     0.394222    |
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| 12575 | 3.02859e+06 |     0.0664162   |
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| 12576 | 3.00189e+06 |     2.41359     |
+-------+-------------+-----------------+
| 12577 | 3.00367e+06 |     1.81946     |
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| 12578 | 3.00546e+06 |     2.43718     |
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| 12579 | 3.00724e+06 |     2.13132     |
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| 12580 | 3.00902e+06 |     1.52749     |
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| 12581 | 3.0108e+06  |     1.63783     |
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| 12582 | 3.01258e+06 |     1.54861     |
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| 12583 | 3.01437e+06 |     2.15439     |
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| 12584 | 3.01615e+06 |     2.00221     |
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| 12585 | 3.01793e+06 |     2.32002     |
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| 12586 | 3.01971e+06 |     2.21735     |
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| 12587 | 3.02149e+06 |     1.47309     |
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| 12588 | 3.02328e+06 |     1.68158     |
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| 12589 | 3.02506e+06 |     1.5273      |
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| 12590 | 3.02684e+06 |     2.17604     |
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| 12591 | 3.02862e+06 |     1.99448     |
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| 12592 | 3.00192e+06 |     0.846908    |
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| 12593 | 3.00371e+06 |     1.21747     |
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| 12594 | 3.00549e+06 |     1.04437     |
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| 12595 | 3.00727e+06 |     1.85114     |
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| 12596 | 3.00905e+06 |     1.64616     |
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| 12597 | 3.01084e+06 |     1.01996     |
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| 12598 | 3.01262e+06 |     0.873558    |
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| 12599 | 3.0144e+06  |     0.838067    |
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| 12600 | 3.01618e+06 |     1.21823     |
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| 12601 | 3.01796e+06 |     1.04868     |
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| 12602 | 3.01974e+06 |     1.85533     |
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| 12603 | 3.02153e+06 |     1.65058     |
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| 12604 | 3.02331e+06 |     1.02488     |
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| 12605 | 3.02509e+06 |     0.87897     |
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| 12606 | 3.02687e+06 |     0.843374    |
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| 12607 | 3.02866e+06 |     1.22354     |
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| 12608 | 3.00196e+06 |     1.39477     |
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| 12609 | 3.00374e+06 |     1.56885     |
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| 12610 | 3.00552e+06 |     1.70416     |
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| 12611 | 3.0073e+06  |     1.9951      |
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| 12612 | 3.00909e+06 |     3.34666     |
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| 12613 | 3.01087e+06 |     1.60091     |
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| 12614 | 3.01265e+06 |     1.48035     |
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| 12615 | 3.01443e+06 |     1.44348     |
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| 12616 | 3.01621e+06 |     1.66566     |
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| 12617 | 3.018e+06   |     1.66765     |
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| 12618 | 3.01978e+06 |     2.09181     |
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| 12619 | 3.02156e+06 |     3.36075     |
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| 12620 | 3.02334e+06 |     1.62838     |
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| 12621 | 3.02512e+06 |     1.42589     |
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| 12622 | 3.02691e+06 |     1.44714     |
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| 12623 | 3.02869e+06 |     1.67068     |
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| 12624 | 3.00199e+06 |     1.46436     |
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| 12625 | 3.00377e+06 |     1.7499      |
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| 12626 | 3.00556e+06 |     1.86571     |
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| 12627 | 3.00734e+06 |     1.9929      |
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| 12628 | 3.00912e+06 |     2.10625     |
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| 12629 | 3.0109e+06  |     1.62555     |
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| 12630 | 3.01268e+06 |     1.42819     |
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| 12631 | 3.01446e+06 |     1.65062     |
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| 12632 | 3.01625e+06 |     1.67337     |
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| 12633 | 3.01803e+06 |     1.9046      |
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| 12634 | 3.01981e+06 |     2.02963     |
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| 12635 | 3.02159e+06 |     2.02857     |
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| 12636 | 3.02338e+06 |     1.58089     |
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| 12637 | 3.02516e+06 |     1.52509     |
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| 12638 | 3.02694e+06 |     1.63582     |
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| 12639 | 3.02872e+06 |     1.6792      |
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| 12640 | 3.00202e+06 |     2.30913     |
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| 12641 | 3.00381e+06 |     2.11797     |
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| 12642 | 3.00559e+06 |     2.47746     |
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| 12643 | 3.00737e+06 |     2.79019     |
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| 12644 | 3.00915e+06 |     2.5972      |
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| 12645 | 3.01093e+06 |     2.46513     |
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| 12646 | 3.01272e+06 |     2.05498     |
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| 12647 | 3.0145e+06  |     2.39596     |
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| 12648 | 3.01628e+06 |     2.17815     |
+-------+-------------+-----------------+
| 12649 | 3.01806e+06 |     2.53514     |
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| 12650 | 3.01984e+06 |     2.84799     |
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| 12651 | 3.02163e+06 |     2.65502     |
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| 12652 | 3.02341e+06 |     2.52293     |
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| 12653 | 3.02519e+06 |     2.11279     |
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| 12654 | 3.02697e+06 |     2.45378     |
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| 12655 | 3.02875e+06 |     2.23596     |
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| 12656 | 3.00206e+06 |     1.14467     |
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| 12657 | 3.00384e+06 |     1.09547     |
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| 12658 | 3.00562e+06 |     1.08722     |
+-------+-------------+-----------------+
| 12659 | 3.0074e+06  |     1.7455      |
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| 12660 | 3.00918e+06 |     1.88665     |
+-------+-------------+-----------------+
| 12661 | 3.01097e+06 |     1.29296     |
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| 12662 | 3.01275e+06 |     1.65058     |
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| 12663 | 3.01453e+06 |     1.60665     |
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| 12664 | 3.01631e+06 |     1.26241     |
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| 12665 | 3.0181e+06  |     1.21684     |
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| 12666 | 3.01988e+06 |     1.74001     |
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| 12667 | 3.02166e+06 |     2.02293     |
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| 12668 | 3.02344e+06 |     1.39179     |
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| 12669 | 3.02522e+06 |     1.68874     |
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| 12670 | 3.027e+06   |     1.57726     |
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| 12671 | 3.02879e+06 |     1.25688     |
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| 12672 | 3.00209e+06 |     1.24292     |
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| 12673 | 3.00387e+06 |     0.813021    |
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| 12674 | 3.00565e+06 |     1.07763     |
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| 12675 | 3.00744e+06 |     1.1715      |
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| 12676 | 3.00922e+06 |     1.85636     |
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| 12677 | 3.011e+06   |     1.46174     |
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| 12678 | 3.01278e+06 |     1.04532     |
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| 12679 | 3.01456e+06 |     1.04706     |
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| 12680 | 3.01635e+06 |     0.973787    |
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| 12681 | 3.01813e+06 |     0.999973    |
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| 12682 | 3.01991e+06 |     1.24252     |
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| 12683 | 3.02169e+06 |     1.83305     |
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| 12684 | 3.02347e+06 |     1.49803     |
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| 12685 | 3.02526e+06 |     1.04391     |
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| 12686 | 3.02704e+06 |     1.06948     |
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| 12687 | 3.02882e+06 |     0.981139    |
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| 12688 | 3.00212e+06 |     0.051125    |
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| 12689 | 3.0039e+06  |     0.179484    |
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| 12690 | 3.00569e+06 |    -0.0191674   |
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| 12691 | 3.00747e+06 |     0.119529    |
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| 12692 | 3.00925e+06 |     0.169993    |
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| 12693 | 3.01103e+06 |    -0.0304688   |
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| 12694 | 3.01282e+06 |    -0.0530372   |
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| 12695 | 3.0146e+06  |    -0.00501779  |
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| 12696 | 3.01638e+06 |     0.167607    |
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| 12697 | 3.01816e+06 |    -0.0272248   |
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| 12698 | 3.01994e+06 |     0.109654    |
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| 12699 | 3.02172e+06 |     0.158737    |
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| 12700 | 3.02351e+06 |    -0.0423489   |
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| 12701 | 3.02529e+06 |    -0.0651487   |
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| 12702 | 3.02707e+06 |    -0.0172048   |
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| 12703 | 3.02885e+06 |     0.155398    |
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| 12704 | 3.00216e+06 |     5.14492     |
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| 12705 | 3.00394e+06 |     5.67185     |
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| 12706 | 3.00572e+06 |     6.72074     |
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| 12707 | 3.0075e+06  |     6.41071     |
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| 12708 | 3.00928e+06 |     6.26504     |
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| 12709 | 3.01107e+06 |     5.68614     |
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| 12710 | 3.01285e+06 |     4.75086     |
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| 12711 | 3.01463e+06 |     5.13892     |
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| 12712 | 3.01641e+06 |     5.63834     |
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| 12713 | 3.01819e+06 |     6.70997     |
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| 12714 | 3.01998e+06 |     6.43383     |
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| 12715 | 3.02176e+06 |     6.2898      |
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| 12716 | 3.02354e+06 |     5.72902     |
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| 12717 | 3.02532e+06 |     4.79587     |
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| 12718 | 3.0271e+06  |     5.17393     |
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| 12719 | 3.02889e+06 |     5.67681     |
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| 12720 | 3.00219e+06 |     1.49811     |
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| 12721 | 3.00397e+06 |     0.997731    |
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| 12722 | 3.00575e+06 |     1.59381     |
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| 12723 | 3.00754e+06 |     2.02233     |
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| 12724 | 3.00932e+06 |     2.59638     |
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| 12725 | 3.0111e+06  |     1.2589      |
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| 12726 | 3.01288e+06 |     1.6991      |
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| 12727 | 3.01466e+06 |     1.21893     |
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| 12728 | 3.01644e+06 |     1.28717     |
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| 12729 | 3.01823e+06 |     1.49383     |
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| 12730 | 3.02001e+06 |     1.92047     |
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| 12731 | 3.02179e+06 |     2.85388     |
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| 12732 | 3.02357e+06 |     1.15183     |
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| 12733 | 3.02536e+06 |     1.58386     |
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| 12734 | 3.02714e+06 |     1.24285     |
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| 12735 | 3.02892e+06 |     1.18613     |
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| 12736 | 3.00222e+06 |     3.15416     |
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| 12737 | 3.004e+06   |     2.83679     |
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| 12738 | 3.00579e+06 |     3.92203     |
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| 12739 | 3.00757e+06 |     5.33292     |
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| 12740 | 3.00935e+06 |     5.87142     |
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| 12741 | 3.01113e+06 |     3.79617     |
+-------+-------------+-----------------+
| 12742 | 3.01291e+06 |     3.5319      |
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| 12743 | 3.0147e+06  |     3.38622     |
+-------+-------------+-----------------+
| 12744 | 3.01648e+06 |     3.1211      |
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| 12745 | 3.01826e+06 |     3.99391     |
+-------+-------------+-----------------+
| 12746 | 3.02004e+06 |     4.98768     |
+-------+-------------+-----------------+
| 12747 | 3.02182e+06 |     5.76605     |
+-------+-------------+-----------------+
| 12748 | 3.02361e+06 |     3.8559      |
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| 12749 | 3.02539e+06 |     3.68169     |
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| 12750 | 3.02717e+06 |     3.48626     |
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| 12751 | 3.02895e+06 |     3.22614     |
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| 12752 | 3.00226e+06 |     1.92105     |
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| 12753 | 3.00404e+06 |     1.84835     |
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| 12754 | 3.00582e+06 |     2.02826     |
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| 12755 | 3.0076e+06  |     2.68943     |
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| 12756 | 3.00938e+06 |     3.23735     |
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| 12757 | 3.01116e+06 |     1.22632     |
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| 12758 | 3.01295e+06 |     1.5815      |
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| 12759 | 3.01473e+06 |     1.53259     |
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| 12760 | 3.01651e+06 |     1.5467      |
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| 12761 | 3.01829e+06 |     1.86758     |
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| 12762 | 3.02008e+06 |     2.61055     |
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| 12763 | 3.02186e+06 |     3.19757     |
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| 12764 | 3.02364e+06 |     1.20428     |
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| 12765 | 3.02542e+06 |     1.56983     |
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| 12766 | 3.0272e+06  |     1.52358     |
+-------+-------------+-----------------+
| 12767 | 3.02898e+06 |     1.53995     |
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| 12768 | 3.00229e+06 |     0.426947    |
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| 12769 | 3.00407e+06 |     0.532807    |
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| 12770 | 3.00585e+06 |     0.585854    |
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| 12771 | 3.00763e+06 |     1.00143     |
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| 12772 | 3.00942e+06 |     1.42428     |
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| 12773 | 3.0112e+06  |     0.55376     |
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| 12774 | 3.01298e+06 |     0.355251    |
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| 12775 | 3.01476e+06 |     0.299404    |
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| 12776 | 3.01654e+06 |     0.495624    |
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| 12777 | 3.01833e+06 |     0.62056     |
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| 12778 | 3.02011e+06 |     0.929638    |
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| 12779 | 3.02189e+06 |     1.37827     |
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| 12780 | 3.02367e+06 |     0.490438    |
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| 12781 | 3.02545e+06 |     0.386543    |
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| 12782 | 3.02724e+06 |     0.30791     |
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| 12783 | 3.02902e+06 |     0.49369     |
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| 12784 | 3.00232e+06 |     2.28707     |
+-------+-------------+-----------------+
| 12785 | 3.0041e+06  |     1.93639     |
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| 12786 | 3.00588e+06 |     1.87038     |
+-------+-------------+-----------------+
| 12787 | 3.00767e+06 |     2.33335     |
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| 12788 | 3.00945e+06 |     3.05122     |
+-------+-------------+-----------------+
| 12789 | 3.01123e+06 |     2.48316     |
+-------+-------------+-----------------+
| 12790 | 3.01301e+06 |     1.62774     |
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| 12791 | 3.0148e+06  |     2.51111     |
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| 12792 | 3.01658e+06 |     2.13806     |
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| 12793 | 3.01836e+06 |     1.96347     |
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| 12794 | 3.02014e+06 |     2.38826     |
+-------+-------------+-----------------+
| 12795 | 3.02192e+06 |     3.07824     |
+-------+-------------+-----------------+
| 12796 | 3.0237e+06  |     2.49635     |
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| 12797 | 3.02549e+06 |     1.63274     |
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| 12798 | 3.02727e+06 |     2.51165     |
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| 12799 | 3.02905e+06 |     2.13601     |
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| 12800 | 3.00235e+06 |     0.848029    |
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| 12801 | 3.00414e+06 |     0.93864     |
+-------+-------------+-----------------+
| 12802 | 3.00592e+06 |     1.31654     |
+-------+-------------+-----------------+
| 12803 | 3.0077e+06  |     1.63965     |
+-------+-------------+-----------------+
| 12804 | 3.00948e+06 |     1.36658     |
+-------+-------------+-----------------+
| 12805 | 3.01126e+06 |     1.82882     |
+-------+-------------+-----------------+
| 12806 | 3.01305e+06 |     0.75553     |
+-------+-------------+-----------------+
| 12807 | 3.01483e+06 |     0.97814     |
+-------+-------------+-----------------+
| 12808 | 3.01661e+06 |     0.931856    |
+-------+-------------+-----------------+
| 12809 | 3.01839e+06 |     1.36341     |
+-------+-------------+-----------------+
| 12810 | 3.02017e+06 |     1.65347     |
+-------+-------------+-----------------+
| 12811 | 3.02196e+06 |     1.46788     |
+-------+-------------+-----------------+
| 12812 | 3.02374e+06 |     1.82477     |
+-------+-------------+-----------------+
| 12813 | 3.02552e+06 |     0.763025    |
+-------+-------------+-----------------+
| 12814 | 3.0273e+06  |     0.994672    |
+-------+-------------+-----------------+
| 12815 | 3.02908e+06 |     0.954204    |
+-------+-------------+-----------------+
| 12816 | 3.00239e+06 |     1.72482     |
+-------+-------------+-----------------+
| 12817 | 3.00417e+06 |     1.91164     |
+-------+-------------+-----------------+
| 12818 | 3.00595e+06 |     2.43575     |
+-------+-------------+-----------------+
| 12819 | 3.00773e+06 |     3.22989     |
+-------+-------------+-----------------+
| 12820 | 3.00952e+06 |     3.17879     |
+-------+-------------+-----------------+
| 12821 | 3.0113e+06  |     1.76754     |
+-------+-------------+-----------------+
| 12822 | 3.01308e+06 |     1.91208     |
+-------+-------------+-----------------+
| 12823 | 3.01486e+06 |     1.92908     |
+-------+-------------+-----------------+
| 12824 | 3.01664e+06 |     1.83955     |
+-------+-------------+-----------------+
| 12825 | 3.01842e+06 |     2.44445     |
+-------+-------------+-----------------+
| 12826 | 3.02021e+06 |     3.24607     |
+-------+-------------+-----------------+
| 12827 | 3.02199e+06 |     3.20924     |
+-------+-------------+-----------------+
| 12828 | 3.02377e+06 |     1.80652     |
+-------+-------------+-----------------+
| 12829 | 3.02555e+06 |     1.95744     |
+-------+-------------+-----------------+
| 12830 | 3.02734e+06 |     1.97888     |
+-------+-------------+-----------------+
| 12831 | 3.02912e+06 |     1.89253     |
+-------+-------------+-----------------+
| 12832 | 3.00242e+06 |     1.04028     |
+-------+-------------+-----------------+
| 12833 | 3.0042e+06  |     2.05239     |
+-------+-------------+-----------------+
| 12834 | 3.00598e+06 |     2.11005     |
+-------+-------------+-----------------+
| 12835 | 3.00777e+06 |     2.52683     |
+-------+-------------+-----------------+
| 12836 | 3.00955e+06 |     1.97683     |
+-------+-------------+-----------------+
| 12837 | 3.01133e+06 |     2.05334     |
+-------+-------------+-----------------+
| 12838 | 3.01311e+06 |     2.38208     |
+-------+-------------+-----------------+
| 12839 | 3.01489e+06 |     1.73301     |
+-------+-------------+-----------------+
| 12840 | 3.01668e+06 |     1.76358     |
+-------+-------------+-----------------+
| 12841 | 3.01846e+06 |     2.32664     |
+-------+-------------+-----------------+
| 12842 | 3.02024e+06 |     2.44701     |
+-------+-------------+-----------------+
| 12843 | 3.02202e+06 |     2.06216     |
+-------+-------------+-----------------+
| 12844 | 3.0238e+06  |     2.04465     |
+-------+-------------+-----------------+
| 12845 | 3.02559e+06 |     2.42625     |
+-------+-------------+-----------------+
| 12846 | 3.02737e+06 |     1.74734     |
+-------+-------------+-----------------+
| 12847 | 3.02915e+06 |     1.79476     |
+-------+-------------+-----------------+
| 12848 | 3.00245e+06 |     2.50447     |
+-------+-------------+-----------------+
| 12849 | 3.00424e+06 |     3.57417     |
+-------+-------------+-----------------+
| 12850 | 3.00602e+06 |     3.04894     |
+-------+-------------+-----------------+
| 12851 | 3.0078e+06  |     3.94378     |
+-------+-------------+-----------------+
| 12852 | 3.00958e+06 |     3.21445     |
+-------+-------------+-----------------+
| 12853 | 3.01136e+06 |     3.40176     |
+-------+-------------+-----------------+
| 12854 | 3.01314e+06 |     2.8481      |
+-------+-------------+-----------------+
| 12855 | 3.01493e+06 |     3.32821     |
+-------+-------------+-----------------+
| 12856 | 3.01671e+06 |     2.9903      |
+-------+-------------+-----------------+
| 12857 | 3.01849e+06 |     3.55415     |
+-------+-------------+-----------------+
| 12858 | 3.02027e+06 |     3.76683     |
+-------+-------------+-----------------+
| 12859 | 3.02206e+06 |     3.56578     |
+-------+-------------+-----------------+
| 12860 | 3.02384e+06 |     3.28553     |
+-------+-------------+-----------------+
| 12861 | 3.02562e+06 |     3.1149      |
+-------+-------------+-----------------+
| 12862 | 3.0274e+06  |     3.14772     |
+-------+-------------+-----------------+
| 12863 | 3.02918e+06 |     3.32391     |
+-------+-------------+-----------------+
| 12864 | 3.00249e+06 |     1.75705     |
+-------+-------------+-----------------+
| 12865 | 3.00427e+06 |     1.82874     |
+-------+-------------+-----------------+
| 12866 | 3.00605e+06 |     1.50047     |
+-------+-------------+-----------------+
| 12867 | 3.00783e+06 |     1.76078     |
+-------+-------------+-----------------+
| 12868 | 3.00961e+06 |     1.71892     |
+-------+-------------+-----------------+
| 12869 | 3.0114e+06  |     1.19298     |
+-------+-------------+-----------------+
| 12870 | 3.01318e+06 |     1.60477     |
+-------+-------------+-----------------+
| 12871 | 3.01496e+06 |     2.01462     |
+-------+-------------+-----------------+
| 12872 | 3.01674e+06 |     1.76806     |
+-------+-------------+-----------------+
| 12873 | 3.01852e+06 |     1.34796     |
+-------+-------------+-----------------+
| 12874 | 3.02031e+06 |     1.73375     |
+-------+-------------+-----------------+
| 12875 | 3.02209e+06 |     1.72432     |
+-------+-------------+-----------------+
| 12876 | 3.02387e+06 |     1.26899     |
+-------+-------------+-----------------+
| 12877 | 3.02565e+06 |     1.54544     |
+-------+-------------+-----------------+
| 12878 | 3.02743e+06 |     1.96365     |
+-------+-------------+-----------------+
| 12879 | 3.02922e+06 |     1.75969     |
+-------+-------------+-----------------+
| 12880 | 3.00252e+06 |     0.943685    |
+-------+-------------+-----------------+
| 12881 | 3.0043e+06  |     0.873862    |
+-------+-------------+-----------------+
| 12882 | 3.00608e+06 |     1.15712     |
+-------+-------------+-----------------+
| 12883 | 3.00786e+06 |     1.21054     |
+-------+-------------+-----------------+
| 12884 | 3.00965e+06 |     1.39805     |
+-------+-------------+-----------------+
| 12885 | 3.01143e+06 |     1.07913     |
+-------+-------------+-----------------+
| 12886 | 3.01321e+06 |     0.721005    |
+-------+-------------+-----------------+
| 12887 | 3.01499e+06 |     0.917003    |
+-------+-------------+-----------------+
| 12888 | 3.01678e+06 |     0.871568    |
+-------+-------------+-----------------+
| 12889 | 3.01856e+06 |     1.18027     |
+-------+-------------+-----------------+
| 12890 | 3.02034e+06 |     1.21413     |
+-------+-------------+-----------------+
| 12891 | 3.02212e+06 |     1.41324     |
+-------+-------------+-----------------+
| 12892 | 3.0239e+06  |     1.08729     |
+-------+-------------+-----------------+
| 12893 | 3.02568e+06 |     0.733313    |
+-------+-------------+-----------------+
| 12894 | 3.02747e+06 |     0.927298    |
+-------+-------------+-----------------+
| 12895 | 3.02925e+06 |     0.882641    |
+-------+-------------+-----------------+
| 12896 | 3.00255e+06 |     1.05009     |
+-------+-------------+-----------------+
| 12897 | 3.00433e+06 |     1.46331     |
+-------+-------------+-----------------+
| 12898 | 3.00612e+06 |     1.25145     |
+-------+-------------+-----------------+
| 12899 | 3.0079e+06  |     1.65998     |
+-------+-------------+-----------------+
| 12900 | 3.00968e+06 |     2.18389     |
+-------+-------------+-----------------+
| 12901 | 3.01146e+06 |     1.14848     |
+-------+-------------+-----------------+
| 12902 | 3.01324e+06 |     1.45355     |
+-------+-------------+-----------------+
| 12903 | 3.01503e+06 |     1.08266     |
+-------+-------------+-----------------+
| 12904 | 3.01681e+06 |     1.49586     |
+-------+-------------+-----------------+
| 12905 | 3.01859e+06 |     1.27251     |
+-------+-------------+-----------------+
| 12906 | 3.02037e+06 |     1.67708     |
+-------+-------------+-----------------+
| 12907 | 3.02215e+06 |     2.19919     |
+-------+-------------+-----------------+
| 12908 | 3.02394e+06 |     1.163       |
+-------+-------------+-----------------+
| 12909 | 3.02572e+06 |     1.46774     |
+-------+-------------+-----------------+
| 12910 | 3.0275e+06  |     1.09671     |
+-------+-------------+-----------------+
| 12911 | 3.02928e+06 |     1.50984     |
+-------+-------------+-----------------+
| 12912 | 3.00258e+06 |     3.33636     |
+-------+-------------+-----------------+
| 12913 | 3.00437e+06 |     2.10951     |
+-------+-------------+-----------------+
| 12914 | 3.00615e+06 |     2.72379     |
+-------+-------------+-----------------+
| 12915 | 3.00793e+06 |     3.2326      |
+-------+-------------+-----------------+
| 12916 | 3.00971e+06 |     3.27537     |
+-------+-------------+-----------------+
| 12917 | 3.0115e+06  |     3.22357     |
+-------+-------------+-----------------+
| 12918 | 3.01328e+06 |     3.36974     |
+-------+-------------+-----------------+
| 12919 | 3.01506e+06 |     3.38935     |
+-------+-------------+-----------------+
| 12920 | 3.01684e+06 |     2.15116     |
+-------+-------------+-----------------+
| 12921 | 3.01862e+06 |     2.71354     |
+-------+-------------+-----------------+
| 12922 | 3.0204e+06  |     3.23754     |
+-------+-------------+-----------------+
| 12923 | 3.02219e+06 |     3.27348     |
+-------+-------------+-----------------+
| 12924 | 3.02397e+06 |     3.22439     |
+-------+-------------+-----------------+
| 12925 | 3.02575e+06 |     3.36948     |
+-------+-------------+-----------------+
| 12926 | 3.02753e+06 |     3.38956     |
+-------+-------------+-----------------+
| 12927 | 3.02932e+06 |     2.15119     |
+-------+-------------+-----------------+
| 12928 | 3.00262e+06 |     5.17639     |
+-------+-------------+-----------------+
| 12929 | 3.0044e+06  |     3.43778     |
+-------+-------------+-----------------+
| 12930 | 3.00618e+06 |     3.02047     |
+-------+-------------+-----------------+
| 12931 | 3.00796e+06 |     4.93011     |
+-------+-------------+-----------------+
| 12932 | 3.00975e+06 |     3.83332     |
+-------+-------------+-----------------+
| 12933 | 3.01153e+06 |     3.43958     |
+-------+-------------+-----------------+
| 12934 | 3.01331e+06 |     4.0654      |
+-------+-------------+-----------------+
| 12935 | 3.01509e+06 |     4.70746     |
+-------+-------------+-----------------+
| 12936 | 3.01687e+06 |     2.91566     |
+-------+-------------+-----------------+
| 12937 | 3.01866e+06 |     3.11104     |
+-------+-------------+-----------------+
| 12938 | 3.02044e+06 |     4.25375     |
+-------+-------------+-----------------+
| 12939 | 3.02222e+06 |     4.53119     |
+-------+-------------+-----------------+
| 12940 | 3.024e+06   |     3.91698     |
+-------+-------------+-----------------+
| 12941 | 3.02578e+06 |     3.57815     |
+-------+-------------+-----------------+
| 12942 | 3.02757e+06 |     4.7905      |
+-------+-------------+-----------------+
| 12943 | 3.02935e+06 |     3.00771     |
+-------+-------------+-----------------+
| 12944 | 3.00265e+06 |     1.17172     |
+-------+-------------+-----------------+
| 12945 | 3.00443e+06 |     1.55548     |
+-------+-------------+-----------------+
| 12946 | 3.00622e+06 |     1.35621     |
+-------+-------------+-----------------+
| 12947 | 3.008e+06   |     1.87802     |
+-------+-------------+-----------------+
| 12948 | 3.00978e+06 |     2.46679     |
+-------+-------------+-----------------+
| 12949 | 3.01156e+06 |     1.58887     |
+-------+-------------+-----------------+
| 12950 | 3.01334e+06 |     1.30719     |
+-------+-------------+-----------------+
| 12951 | 3.01512e+06 |     1.27851     |
+-------+-------------+-----------------+
| 12952 | 3.01691e+06 |     1.51436     |
+-------+-------------+-----------------+
| 12953 | 3.01869e+06 |     1.39904     |
+-------+-------------+-----------------+
| 12954 | 3.02047e+06 |     1.86368     |
+-------+-------------+-----------------+
| 12955 | 3.02225e+06 |     2.50248     |
+-------+-------------+-----------------+
| 12956 | 3.02404e+06 |     1.57967     |
+-------+-------------+-----------------+
| 12957 | 3.02582e+06 |     1.3265      |
+-------+-------------+-----------------+
| 12958 | 3.0276e+06  |     1.28044     |
+-------+-------------+-----------------+
| 12959 | 3.02938e+06 |     1.53044     |
+-------+-------------+-----------------+
| 12960 | 3.0009e+06  |    42.2664      |
+-------+-------------+-----------------+
| 12961 | 3.00268e+06 |    16.1427      |
+-------+-------------+-----------------+
| 12962 | 3.00447e+06 |    32.1395      |
+-------+-------------+-----------------+
| 12963 | 3.00625e+06 |     8.8201      |
+-------+-------------+-----------------+
| 12964 | 3.00803e+06 |    22.2103      |
+-------+-------------+-----------------+
| 12965 | 3.00981e+06 |     9.9736      |
+-------+-------------+-----------------+
| 12966 | 3.0116e+06  |    37.23        |
+-------+-------------+-----------------+
| 12967 | 3.01338e+06 |    15.9876      |
+-------+-------------+-----------------+
| 12968 | 3.01516e+06 |    40.3149      |
+-------+-------------+-----------------+
| 12969 | 3.01694e+06 |     6.91124     |
+-------+-------------+-----------------+
| 12970 | 3.01872e+06 |    34.6041      |
+-------+-------------+-----------------+
| 12971 | 3.0205e+06  |    -4.2802      |
+-------+-------------+-----------------+
| 12972 | 3.02229e+06 |    37.1785      |
+-------+-------------+-----------------+
| 12973 | 3.02407e+06 |     9.30327     |
+-------+-------------+-----------------+
| 12974 | 3.02585e+06 |    44.6624      |
+-------+-------------+-----------------+
| 12975 | 3.02763e+06 |    10.859       |
+-------+-------------+-----------------+
| 12976 | 3.00094e+06 |    12.2971      |
+-------+-------------+-----------------+
| 12977 | 3.00272e+06 |    13.9024      |
+-------+-------------+-----------------+
| 12978 | 3.0045e+06  |    13.0858      |
+-------+-------------+-----------------+
| 12979 | 3.00628e+06 |    17.9925      |
+-------+-------------+-----------------+
| 12980 | 3.00806e+06 |    15.2104      |
+-------+-------------+-----------------+
| 12981 | 3.00985e+06 |     9.51193     |
+-------+-------------+-----------------+
| 12982 | 3.01163e+06 |    11.9348      |
+-------+-------------+-----------------+
| 12983 | 3.01341e+06 |    13.0519      |
+-------+-------------+-----------------+
| 12984 | 3.01519e+06 |    13.3027      |
+-------+-------------+-----------------+
| 12985 | 3.01697e+06 |    13.6006      |
+-------+-------------+-----------------+
| 12986 | 3.01876e+06 |    18.2377      |
+-------+-------------+-----------------+
| 12987 | 3.02054e+06 |    15.3636      |
+-------+-------------+-----------------+
| 12988 | 3.02232e+06 |     9.62557     |
+-------+-------------+-----------------+
| 12989 | 3.0241e+06  |    12.1144      |
+-------+-------------+-----------------+
| 12990 | 3.02588e+06 |    13.2317      |
+-------+-------------+-----------------+
| 12991 | 3.02767e+06 |    13.4608      |
+-------+-------------+-----------------+
| 12992 | 3.00097e+06 |    34.708       |
+-------+-------------+-----------------+
| 12993 | 3.00275e+06 |    28.4701      |
+-------+-------------+-----------------+
| 12994 | 3.00453e+06 |    32.7298      |
+-------+-------------+-----------------+
| 12995 | 3.00632e+06 |    52.0402      |
+-------+-------------+-----------------+
| 12996 | 3.0081e+06  |    40.424       |
+-------+-------------+-----------------+
| 12997 | 3.00988e+06 |    19.5752      |
+-------+-------------+-----------------+
| 12998 | 3.01166e+06 |    32.1046      |
+-------+-------------+-----------------+
| 12999 | 3.01344e+06 |    34.5332      |
+-------+-------------+-----------------+
| 13000 | 3.01522e+06 |    30.2562      |
+-------+-------------+-----------------+
| 13001 | 3.01701e+06 |    33.9882      |
+-------+-------------+-----------------+
| 13002 | 3.01879e+06 |    51.9451      |
+-------+-------------+-----------------+
| 13003 | 3.02057e+06 |    40.2325      |
+-------+-------------+-----------------+
| 13004 | 3.02235e+06 |    19.3273      |
+-------+-------------+-----------------+
| 13005 | 3.02414e+06 |    32.3632      |
+-------+-------------+-----------------+
| 13006 | 3.02592e+06 |    34.7412      |
+-------+-------------+-----------------+
| 13007 | 3.0277e+06  |    30.2138      |
+-------+-------------+-----------------+
| 13008 | 3.001e+06   |    17.2338      |
+-------+-------------+-----------------+
| 13009 | 3.00278e+06 |    18.3423      |
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| 13010 | 3.00457e+06 |    17.8933      |
+-------+-------------+-----------------+
| 13011 | 3.00635e+06 |    22.9253      |
+-------+-------------+-----------------+
| 13012 | 3.00813e+06 |    16.2984      |
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| 13013 | 3.00991e+06 |    16.6108      |
+-------+-------------+-----------------+
| 13014 | 3.01169e+06 |    15.5996      |
+-------+-------------+-----------------+
| 13015 | 3.01348e+06 |    17.1956      |
+-------+-------------+-----------------+
| 13016 | 3.01526e+06 |    18.325       |
+-------+-------------+-----------------+
| 13017 | 3.01704e+06 |    17.8563      |
+-------+-------------+-----------------+
| 13018 | 3.01882e+06 |    22.9046      |
+-------+-------------+-----------------+
| 13019 | 3.0206e+06  |    16.2721      |
+-------+-------------+-----------------+
| 13020 | 3.02239e+06 |    16.5988      |
+-------+-------------+-----------------+
| 13021 | 3.02417e+06 |    15.5703      |
+-------+-------------+-----------------+
| 13022 | 3.02595e+06 |    17.1775      |
+-------+-------------+-----------------+
| 13023 | 3.02773e+06 |    18.296       |
+-------+-------------+-----------------+
| 13024 | 3.00104e+06 |    17.5508      |
+-------+-------------+-----------------+
| 13025 | 3.00282e+06 |    19.211       |
+-------+-------------+-----------------+
| 13026 | 3.0046e+06  |    18.0866      |
+-------+-------------+-----------------+
| 13027 | 3.00638e+06 |    24.6889      |
+-------+-------------+-----------------+
| 13028 | 3.00816e+06 |    18.0574      |
+-------+-------------+-----------------+
| 13029 | 3.00994e+06 |    15.162       |
+-------+-------------+-----------------+
| 13030 | 3.01173e+06 |    19.0908      |
+-------+-------------+-----------------+
| 13031 | 3.01351e+06 |    17.7754      |
+-------+-------------+-----------------+
| 13032 | 3.01529e+06 |    19.3513      |
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| 13033 | 3.01707e+06 |    18.1912      |
+-------+-------------+-----------------+
| 13034 | 3.01886e+06 |    24.7892      |
+-------+-------------+-----------------+
| 13035 | 3.02064e+06 |    18.1558      |
+-------+-------------+-----------------+
| 13036 | 3.02242e+06 |    15.2595      |
+-------+-------------+-----------------+
| 13037 | 3.0242e+06  |    19.1899      |
+-------+-------------+-----------------+
| 13038 | 3.02598e+06 |    17.8746      |
+-------+-------------+-----------------+
| 13039 | 3.02776e+06 |    19.4505      |
+-------+-------------+-----------------+
| 13040 | 3.00107e+06 |    11.4481      |
+-------+-------------+-----------------+
| 13041 | 3.00285e+06 |    22.055       |
+-------+-------------+-----------------+
| 13042 | 3.00463e+06 |    12.7         |
+-------+-------------+-----------------+
| 13043 | 3.00641e+06 |    15.65        |
+-------+-------------+-----------------+
| 13044 | 3.0082e+06  |     6.8276      |
+-------+-------------+-----------------+
| 13045 | 3.00998e+06 |    10.0779      |
+-------+-------------+-----------------+
| 13046 | 3.01176e+06 |    11.0746      |
+-------+-------------+-----------------+
| 13047 | 3.01354e+06 |    10.7572      |
+-------+-------------+-----------------+
| 13048 | 3.01532e+06 |    22.003       |
+-------+-------------+-----------------+
| 13049 | 3.01711e+06 |    12.34        |
+-------+-------------+-----------------+
| 13050 | 3.01889e+06 |    15.8576      |
+-------+-------------+-----------------+
| 13051 | 3.02067e+06 |     6.04248     |
+-------+-------------+-----------------+
| 13052 | 3.02245e+06 |     9.27331     |
+-------+-------------+-----------------+
| 13053 | 3.02423e+06 |    10.6418      |
+-------+-------------+-----------------+
| 13054 | 3.02602e+06 |    10.2669      |
+-------+-------------+-----------------+
| 13055 | 3.0278e+06  |    21.576       |
+-------+-------------+-----------------+
| 13056 | 3.0011e+06  |    28.5644      |
+-------+-------------+-----------------+
| 13057 | 3.00288e+06 |    27.4691      |
+-------+-------------+-----------------+
| 13058 | 3.00466e+06 |    20.5578      |
+-------+-------------+-----------------+
| 13059 | 3.00645e+06 |    30.8737      |
+-------+-------------+-----------------+
| 13060 | 3.00823e+06 |    23.0726      |
+-------+-------------+-----------------+
| 13061 | 3.01001e+06 |    28.1047      |
+-------+-------------+-----------------+
| 13062 | 3.01179e+06 |    34.3567      |
+-------+-------------+-----------------+
| 13063 | 3.01358e+06 |    30.2712      |
+-------+-------------+-----------------+
| 13064 | 3.01536e+06 |    27.4167      |
+-------+-------------+-----------------+
| 13065 | 3.01714e+06 |    20.5478      |
+-------+-------------+-----------------+
| 13066 | 3.01892e+06 |    31.2247      |
+-------+-------------+-----------------+
| 13067 | 3.0207e+06  |    23.5474      |
+-------+-------------+-----------------+
| 13068 | 3.02248e+06 |    28.4933      |
+-------+-------------+-----------------+
| 13069 | 3.02427e+06 |    34.8812      |
+-------+-------------+-----------------+
| 13070 | 3.02605e+06 |    30.8491      |
+-------+-------------+-----------------+
| 13071 | 3.02783e+06 |    28.0625      |
+-------+-------------+-----------------+
| 13072 | 3.00113e+06 |    15.2555      |
+-------+-------------+-----------------+
| 13073 | 3.00292e+06 |    17.191       |
+-------+-------------+-----------------+
| 13074 | 3.0047e+06  |    19.18        |
+-------+-------------+-----------------+
| 13075 | 3.00648e+06 |    21.432       |
+-------+-------------+-----------------+
| 13076 | 3.00826e+06 |    21.8134      |
+-------+-------------+-----------------+
| 13077 | 3.01004e+06 |    15.8814      |
+-------+-------------+-----------------+
| 13078 | 3.01183e+06 |    15.2718      |
+-------+-------------+-----------------+
| 13079 | 3.01361e+06 |    15.9207      |
+-------+-------------+-----------------+
| 13080 | 3.01539e+06 |    18.0534      |
+-------+-------------+-----------------+
| 13081 | 3.01717e+06 |    19.688       |
+-------+-------------+-----------------+
| 13082 | 3.01895e+06 |    21.6834      |
+-------+-------------+-----------------+
| 13083 | 3.02074e+06 |    21.9596      |
+-------+-------------+-----------------+
| 13084 | 3.02252e+06 |    16.003       |
+-------+-------------+-----------------+
| 13085 | 3.0243e+06  |    15.3956      |
+-------+-------------+-----------------+
| 13086 | 3.02608e+06 |    16.0492      |
+-------+-------------+-----------------+
| 13087 | 3.02786e+06 |    18.1847      |
+-------+-------------+-----------------+
| 13088 | 3.00117e+06 |    26.2541      |
+-------+-------------+-----------------+
| 13089 | 3.00295e+06 |    28.6469      |
+-------+-------------+-----------------+
| 13090 | 3.00473e+06 |    28.5978      |
+-------+-------------+-----------------+
| 13091 | 3.00651e+06 |    35.8233      |
+-------+-------------+-----------------+
| 13092 | 3.0083e+06  |    39.8904      |
+-------+-------------+-----------------+
| 13093 | 3.01008e+06 |    26.1904      |
+-------+-------------+-----------------+
| 13094 | 3.01186e+06 |    29.4187      |
+-------+-------------+-----------------+
| 13095 | 3.01364e+06 |    26.7242      |
+-------+-------------+-----------------+
| 13096 | 3.01542e+06 |    28.5448      |
+-------+-------------+-----------------+
| 13097 | 3.0172e+06  |    28.4948      |
+-------+-------------+-----------------+
| 13098 | 3.01899e+06 |    35.7804      |
+-------+-------------+-----------------+
| 13099 | 3.02077e+06 |    39.7745      |
+-------+-------------+-----------------+
| 13100 | 3.02255e+06 |    26.0916      |
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| 13101 | 3.02433e+06 |    29.4842      |
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| 13102 | 3.02612e+06 |    26.7358      |
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| 13103 | 3.0279e+06  |    28.5456      |
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| 13104 | 3.0012e+06  |    15.6382      |
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| 13105 | 3.00298e+06 |    16.0834      |
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| 13106 | 3.00476e+06 |    19.4546      |
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| 13107 | 3.00655e+06 |    37.9707      |
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| 13108 | 3.00833e+06 |    36.586       |
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| 13109 | 3.01011e+06 |    33.1519      |
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| 13110 | 3.01189e+06 |    23.8512      |
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| 13111 | 3.01367e+06 |    18.3102      |
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| 13112 | 3.01546e+06 |    19.1158      |
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| 13113 | 3.01724e+06 |    21.2629      |
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| 13114 | 3.01902e+06 |    39.2942      |
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| 13115 | 3.0208e+06  |    37.4476      |
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| 13116 | 3.02258e+06 |    33.6688      |
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| 13117 | 3.02437e+06 |    24.1571      |
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| 13118 | 3.02615e+06 |    18.4223      |
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| 13119 | 3.02793e+06 |    19.0992      |
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| 13120 | 3.00123e+06 |    14.5245      |
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| 13121 | 3.00302e+06 |    21.5132      |
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| 13122 | 3.0048e+06  |    15.7131      |
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| 13123 | 3.00658e+06 |    17.8478      |
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| 13124 | 3.00836e+06 |    14.554       |
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| 13125 | 3.01014e+06 |    12.5526      |
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| 13126 | 3.01192e+06 |    14.3551      |
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| 13127 | 3.01371e+06 |    13.4958      |
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| 13128 | 3.01549e+06 |    22.1586      |
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| 13129 | 3.01727e+06 |    14.5953      |
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| 13130 | 3.01905e+06 |    18.2295      |
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| 13131 | 3.02084e+06 |    13.672       |
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| 13132 | 3.02262e+06 |    12.7334      |
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| 13133 | 3.0244e+06  |    13.6473      |
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| 13134 | 3.02618e+06 |    13.5323      |
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| 13135 | 3.02796e+06 |    21.5679      |
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| 13136 | 3.00127e+06 |    21.4733      |
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| 13137 | 3.00305e+06 |    24.3657      |
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| 13138 | 3.00483e+06 |    26.3083      |
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| 13139 | 3.00661e+06 |    31.4771      |
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| 13140 | 3.00839e+06 |    25.7077      |
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| 13141 | 3.01018e+06 |    18.5096      |
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| 13142 | 3.01196e+06 |    20.9384      |
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| 13143 | 3.01374e+06 |    20.7501      |
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| 13144 | 3.01552e+06 |    23.8931      |
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| 13145 | 3.0173e+06  |    26.1163      |
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| 13146 | 3.01909e+06 |    31.2123      |
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| 13147 | 3.02087e+06 |    25.4816      |
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| 13148 | 3.02265e+06 |    18.2646      |
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| 13149 | 3.02443e+06 |    20.7017      |
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| 13150 | 3.02621e+06 |    20.5066      |
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| 13151 | 3.028e+06   |    23.6501      |
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| 13152 | 3.0013e+06  |    18.1186      |
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| 13153 | 3.00308e+06 |    17.2441      |
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| 13154 | 3.00486e+06 |    18.776       |
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| 13155 | 3.00664e+06 |    38.369       |
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| 13156 | 3.00843e+06 |    30.9977      |
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| 13157 | 3.01021e+06 |     7.09273     |
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| 13158 | 3.01199e+06 |    12.3647      |
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| 13159 | 3.01377e+06 |    15.7398      |
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| 13160 | 3.01556e+06 |    15.1111      |
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| 13161 | 3.01734e+06 |    17.4554      |
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| 13162 | 3.01912e+06 |    37.3249      |
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| 13163 | 3.0209e+06  |    30.1545      |
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| 13164 | 3.02268e+06 |     6.34431     |
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| 13165 | 3.02446e+06 |    11.6782      |
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| 13166 | 3.02625e+06 |    15.0871      |
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| 13167 | 3.02803e+06 |    14.4771      |
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| 13168 | 3.00133e+06 |    21.3292      |
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| 13169 | 3.00311e+06 |    29.2803      |
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| 13170 | 3.0049e+06  |    33.1832      |
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| 13171 | 3.00668e+06 |    45.03        |
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| 13172 | 3.00846e+06 |    49.3104      |
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| 13173 | 3.01024e+06 |    23.1985      |
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| 13174 | 3.01202e+06 |    31.2094      |
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| 13175 | 3.01381e+06 |    28.4631      |
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| 13176 | 3.01559e+06 |    31.3589      |
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| 13177 | 3.01737e+06 |    32.8251      |
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| 13178 | 3.01915e+06 |    44.5681      |
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| 13179 | 3.02093e+06 |    44.7036      |
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| 13180 | 3.02272e+06 |    26.8719      |
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| 13181 | 3.0245e+06  |    32.384       |
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| 13182 | 3.02628e+06 |    27.1655      |
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| 13183 | 3.02806e+06 |    30.938       |
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| 13184 | 3.00136e+06 |    30.8029      |
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| 13185 | 3.00315e+06 |    27.3437      |
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| 13186 | 3.00493e+06 |    32.8687      |
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| 13187 | 3.00671e+06 |    33.8484      |
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| 13188 | 3.00849e+06 |    33.3104      |
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| 13189 | 3.01028e+06 |    27.3033      |
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| 13190 | 3.01206e+06 |    26.6034      |
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| 13191 | 3.01384e+06 |    26.5984      |
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| 13192 | 3.01562e+06 |    28.9457      |
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| 13193 | 3.0174e+06  |    29.7508      |
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| 13194 | 3.01918e+06 |    35.3905      |
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| 13195 | 3.02097e+06 |    30.1037      |
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| 13196 | 3.02275e+06 |    28.9023      |
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| 13197 | 3.02453e+06 |    23.7167      |
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| 13198 | 3.02631e+06 |    28.1404      |
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| 13199 | 3.0281e+06  |    25.8962      |
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| 13200 | 3.0014e+06  |    15.7873      |
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| 13201 | 3.00318e+06 |    14.133       |
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| 13202 | 3.00496e+06 |    11.2098      |
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| 13203 | 3.00674e+06 |    18.8645      |
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| 13204 | 3.00853e+06 |    13.9747      |
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| 13205 | 3.01031e+06 |    11.7554      |
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| 13206 | 3.01209e+06 |    13.1331      |
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| 13207 | 3.01387e+06 |    15.7589      |
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| 13208 | 3.01565e+06 |    14.1227      |
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| 13209 | 3.01744e+06 |    11.1693      |
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| 13210 | 3.01922e+06 |    18.8089      |
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| 13211 | 3.021e+06   |    13.9123      |
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| 13212 | 3.02278e+06 |    11.6905      |
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| 13213 | 3.02456e+06 |    13.067       |
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| 13214 | 3.02635e+06 |    15.6924      |
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| 13215 | 3.02813e+06 |    14.0561      |
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| 13216 | 3.00143e+06 |    24.6446      |
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| 13217 | 3.00321e+06 |    24.4913      |
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| 13218 | 3.005e+06   |    26.3442      |
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| 13219 | 3.00678e+06 |    29.9832      |
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| 13220 | 3.00856e+06 |    25.4442      |
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| 13221 | 3.01034e+06 |    22.9458      |
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| 13222 | 3.01212e+06 |    22.8777      |
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| 13223 | 3.0139e+06  |    27.4386      |
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| 13224 | 3.01569e+06 |    26.14        |
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| 13225 | 3.01747e+06 |    26.7729      |
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| 13226 | 3.01925e+06 |    30.311       |
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| 13227 | 3.02103e+06 |    25.525       |
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| 13228 | 3.02282e+06 |    23.0433      |
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| 13229 | 3.0246e+06  |    22.937       |
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| 13230 | 3.02638e+06 |    27.4957      |
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| 13231 | 3.02816e+06 |    26.1852      |
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| 13232 | 3.00146e+06 |    30.9231      |
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| 13233 | 3.00325e+06 |    26.0376      |
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| 13234 | 3.00503e+06 |    32.0447      |
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| 13235 | 3.00681e+06 |    35.105       |
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| 13236 | 3.00859e+06 |    19.4004      |
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| 13238 | 3.01216e+06 |    21.5401      |
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| 13239 | 3.01394e+06 |    26.2999      |
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| 13240 | 3.01572e+06 |    23.3713      |
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| 13241 | 3.0175e+06  |    30.4094      |
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| 13242 | 3.01928e+06 |    34.0697      |
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| 13243 | 3.02107e+06 |    18.7502      |
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| 13245 | 3.02463e+06 |    21.2572      |
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| 13246 | 3.02641e+06 |    26.112       |
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| 13247 | 3.02819e+06 |    23.2377      |
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| 13248 | 3.0015e+06  |    14.8332      |
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| 13252 | 3.00862e+06 |    16.9228      |
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| 13260 | 3.02288e+06 |    11.6195      |
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| 13264 | 3.00153e+06 |    26.8124      |
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| 13276 | 3.02291e+06 |    18.9659      |
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| 13277 | 3.0247e+06  |    21.9291      |
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| 13278 | 3.02648e+06 |    26.8364      |
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| 13280 | 3.00156e+06 |    34.2062      |
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| 13281 | 3.00334e+06 |    37.9779      |
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| 13286 | 3.01226e+06 |    35.245       |
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| 13288 | 3.01582e+06 |    37.6726      |
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| 13290 | 3.01938e+06 |    51.0088      |
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| 13295 | 3.02829e+06 |    37.7716      |
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| 13297 | 3.00338e+06 |    25.1756      |
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| 13298 | 3.00516e+06 |    23.3838      |
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| 13299 | 3.00694e+06 |    33.8643      |
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| 13306 | 3.01942e+06 |    33.5738      |
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| 13307 | 3.0212e+06  |    31.9655      |
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| 13311 | 3.02833e+06 |    24.0485      |
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| 13312 | 3.00163e+06 |    74.1852      |
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| 13313 | 3.00341e+06 |    77.2491      |
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| 13314 | 3.00519e+06 |    75.464       |
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| 13315 | 3.00698e+06 |    88.3621      |
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| 13316 | 3.00876e+06 |    78.3451      |
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| 13317 | 3.01054e+06 |    57.8597      |
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| 13318 | 3.01232e+06 |    57.2631      |
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| 13319 | 3.0141e+06  |    71.8079      |
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| 13320 | 3.01588e+06 |    73.7741      |
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| 13322 | 3.01945e+06 |    86.4006      |
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| 13323 | 3.02123e+06 |    77.0007      |
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| 13324 | 3.02301e+06 |    56.7788      |
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| 13326 | 3.02658e+06 |    71.2331      |
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| 13331 | 3.00701e+06 |    17.5639      |
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| 13333 | 3.01057e+06 |    14.251       |
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| 13334 | 3.01235e+06 |    16.1491      |
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| 13336 | 3.01592e+06 |    14.788       |
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| 13337 | 3.0177e+06  |    15.5493      |
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| 13338 | 3.01948e+06 |    17.5277      |
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| 13339 | 3.02126e+06 |    16.4333      |
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| 13340 | 3.02305e+06 |    14.1594      |
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| 13341 | 3.02483e+06 |    16.1427      |
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| 13342 | 3.02661e+06 |    15.3615      |
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| 13343 | 3.02839e+06 |    14.7488      |
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| 13344 | 3.0017e+06  |    15.7371      |
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| 13345 | 3.00348e+06 |    27.7298      |
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| 13346 | 3.00526e+06 |    28.6966      |
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| 13347 | 3.00704e+06 |    32.7759      |
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| 13348 | 3.00882e+06 |    34.6714      |
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| 13349 | 3.0106e+06  |    18.2647      |
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| 13350 | 3.01239e+06 |    23.0983      |
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| 13351 | 3.01417e+06 |    19.0114      |
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| 13352 | 3.01595e+06 |    27.8987      |
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| 13353 | 3.01773e+06 |    27.3755      |
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| 13354 | 3.01952e+06 |    31.9952      |
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| 13355 | 3.0213e+06  |    34.5316      |
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| 13356 | 3.02308e+06 |    18.1498      |
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| 13357 | 3.02486e+06 |    22.7789      |
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| 13358 | 3.02664e+06 |    18.6253      |
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| 13359 | 3.02842e+06 |    27.557       |
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| 13360 | 3.00173e+06 |    12.8417      |
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| 13361 | 3.00351e+06 |    12.267       |
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| 13362 | 3.00529e+06 |    12.3767      |
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| 13363 | 3.00707e+06 |    16.0247      |
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| 13364 | 3.00886e+06 |    11.1974      |
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| 13365 | 3.01064e+06 |     9.59278     |
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| 13366 | 3.01242e+06 |     9.98451     |
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| 13367 | 3.0142e+06  |    12.8564      |
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| 13368 | 3.01598e+06 |    12.2041      |
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| 13369 | 3.01777e+06 |    12.2665      |
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| 13370 | 3.01955e+06 |    15.9175      |
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| 13371 | 3.02133e+06 |    11.0859      |
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| 13372 | 3.02311e+06 |     9.48249     |
+-------+-------------+-----------------+
| 13373 | 3.02489e+06 |     9.8736      |
+-------+-------------+-----------------+
| 13374 | 3.02668e+06 |    12.7458      |
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| 13375 | 3.02846e+06 |    12.0933      |
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| 13376 | 3.00176e+06 |    55.6384      |
+-------+-------------+-----------------+
| 13377 | 3.00354e+06 |    41.3061      |
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| 13378 | 3.00532e+06 |    54.4738      |
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| 13379 | 3.00711e+06 |    52.8341      |
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| 13380 | 3.00889e+06 |    58.1213      |
+-------+-------------+-----------------+
| 13381 | 3.01067e+06 |    37.4624      |
+-------+-------------+-----------------+
| 13382 | 3.01245e+06 |    48.184       |
+-------+-------------+-----------------+
| 13383 | 3.01424e+06 |    43.6575      |
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| 13384 | 3.01602e+06 |    52.3961      |
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| 13385 | 3.0178e+06  |    44.4642      |
+-------+-------------+-----------------+
| 13386 | 3.01958e+06 |    61.9945      |
+-------+-------------+-----------------+
| 13387 | 3.02136e+06 |    49.6959      |
+-------+-------------+-----------------+
| 13388 | 3.02314e+06 |    45.3129      |
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| 13389 | 3.02493e+06 |    41.0637      |
+-------+-------------+-----------------+
| 13390 | 3.02671e+06 |    50.3552      |
+-------+-------------+-----------------+
| 13391 | 3.02849e+06 |    46.3992      |
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| 13392 | 3.00179e+06 |    34.098       |
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| 13393 | 3.00358e+06 |    26.4594      |
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| 13394 | 3.00536e+06 |    37.6853      |
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| 13395 | 3.00714e+06 |    37.3225      |
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| 13396 | 3.00892e+06 |    29.8515      |
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| 13397 | 3.0107e+06  |    29.0215      |
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| 13398 | 3.01249e+06 |    31.3789      |
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| 13399 | 3.01427e+06 |    31.0655      |
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| 13400 | 3.01605e+06 |    23.5722      |
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| 13401 | 3.01783e+06 |    35.1471      |
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| 13402 | 3.01961e+06 |    34.7768      |
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| 13403 | 3.0214e+06  |    27.7597      |
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| 13404 | 3.02318e+06 |    26.7835      |
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| 13405 | 3.02496e+06 |    29.7521      |
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| 13406 | 3.02674e+06 |    29.2681      |
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| 13407 | 3.02852e+06 |    21.8447      |
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| 13408 | 3.00183e+06 |     6.80226     |
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| 13409 | 3.00361e+06 |    10.8796      |
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| 13410 | 3.00539e+06 |     8.94494     |
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| 13411 | 3.00717e+06 |    15.3775      |
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| 13412 | 3.00896e+06 |    10.1776      |
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| 13413 | 3.01074e+06 |     7.25642     |
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| 13414 | 3.01252e+06 |     5.65804     |
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| 13415 | 3.0143e+06  |     7.62546     |
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| 13416 | 3.01608e+06 |    10.5266      |
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| 13417 | 3.01786e+06 |     8.77429     |
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| 13418 | 3.01965e+06 |    15.226       |
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| 13419 | 3.02143e+06 |    10.0195      |
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| 13420 | 3.02321e+06 |     7.10101     |
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| 13421 | 3.02499e+06 |     5.50049     |
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| 13422 | 3.02678e+06 |     7.46865     |
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| 13423 | 3.02856e+06 |    10.3699      |
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| 13424 | 3.00186e+06 |    39.0712      |
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| 13425 | 3.00364e+06 |    38.7967      |
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| 13426 | 3.00542e+06 |    42.4267      |
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| 13427 | 3.00721e+06 |    36.2884      |
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| 13428 | 3.00899e+06 |    41.5556      |
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| 13429 | 3.01077e+06 |    32.8272      |
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| 13430 | 3.01255e+06 |    47.3007      |
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| 13431 | 3.01433e+06 |    40.4771      |
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| 13432 | 3.01612e+06 |    38.6663      |
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| 13433 | 3.0179e+06  |    43.2453      |
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| 13434 | 3.01968e+06 |    36.1913      |
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| 13435 | 3.02146e+06 |    42.9045      |
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| 13436 | 3.02324e+06 |    33.0926      |
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| 13437 | 3.02503e+06 |    48.5461      |
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| 13438 | 3.02681e+06 |    40.6799      |
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| 13439 | 3.02859e+06 |    39.6881      |
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| 13440 | 3.00189e+06 |    41.5961      |
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| 13441 | 3.00368e+06 |    36.1353      |
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| 13442 | 3.00546e+06 |    44.3046      |
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| 13443 | 3.00724e+06 |    41.5509      |
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| 13444 | 3.00902e+06 |    33.0415      |
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| 13445 | 3.0108e+06  |    31.5803      |
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| 13446 | 3.01258e+06 |    33.6807      |
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| 13447 | 3.01437e+06 |    42.138       |
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| 13448 | 3.01615e+06 |    36.292       |
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| 13449 | 3.01793e+06 |    44.197       |
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| 13450 | 3.01971e+06 |    41.3899      |
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| 13451 | 3.0215e+06  |    32.8918      |
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| 13452 | 3.02328e+06 |    31.4392      |
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| 13453 | 3.02506e+06 |    33.5199      |
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| 13454 | 3.02684e+06 |    41.9743      |
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| 13455 | 3.02862e+06 |    36.1288      |
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| 13456 | 3.00193e+06 |    42.9098      |
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| 13457 | 3.00371e+06 |    39.5037      |
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| 13458 | 3.00549e+06 |    40.6566      |
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| 13459 | 3.00727e+06 |    63.1497      |
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| 13460 | 3.00905e+06 |    46.3857      |
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| 13461 | 3.01084e+06 |    40.2531      |
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| 13462 | 3.01262e+06 |    33.1961      |
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| 13463 | 3.0144e+06  |    43.4908      |
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| 13464 | 3.01618e+06 |    39.6493      |
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| 13465 | 3.01796e+06 |    41.3108      |
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| 13466 | 3.01975e+06 |    60.308       |
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| 13467 | 3.02153e+06 |    45.6498      |
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| 13468 | 3.02331e+06 |    39.968       |
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| 13469 | 3.02509e+06 |    32.9465      |
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| 13470 | 3.02687e+06 |    42.7382      |
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| 13471 | 3.02866e+06 |    38.9287      |
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| 13472 | 3.00196e+06 |    34.9674      |
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| 13473 | 3.00374e+06 |    46.3141      |
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| 13474 | 3.00552e+06 |    47.0157      |
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| 13475 | 3.0073e+06  |    47.7576      |
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| 13476 | 3.00909e+06 |    45.3231      |
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| 13477 | 3.01087e+06 |    38.5992      |
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| 13478 | 3.01265e+06 |    45.2602      |
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| 13479 | 3.01443e+06 |    38.0319      |
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| 13480 | 3.01622e+06 |    46.4518      |
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| 13481 | 3.018e+06   |    44.3533      |
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| 13482 | 3.01978e+06 |    47.6681      |
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| 13483 | 3.02156e+06 |    45.6889      |
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| 13484 | 3.02334e+06 |    40.426       |
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| 13485 | 3.02512e+06 |    45.9901      |
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| 13486 | 3.02691e+06 |    39.8715      |
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| 13487 | 3.02869e+06 |    46.82        |
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| 13488 | 3.00199e+06 |    22.6547      |
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| 13489 | 3.00377e+06 |    19.4517      |
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| 13490 | 3.00556e+06 |    20.0082      |
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| 13491 | 3.00734e+06 |    22.7051      |
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| 13492 | 3.00912e+06 |    17.4085      |
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| 13493 | 3.0109e+06  |    14.6077      |
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| 13494 | 3.01268e+06 |    14.8353      |
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| 13495 | 3.01447e+06 |    20.8901      |
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| 13496 | 3.01625e+06 |    16.0303      |
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| 13497 | 3.01803e+06 |    20.699       |
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| 13498 | 3.01981e+06 |    21.1639      |
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| 13499 | 3.02159e+06 |    18.1131      |
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| 13500 | 3.02338e+06 |    13.9531      |
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| 13501 | 3.02516e+06 |    14.8856      |
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| 13502 | 3.02694e+06 |    20.3105      |
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| 13503 | 3.02872e+06 |    16.2664      |
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| 13504 | 3.00202e+06 |    35.2472      |
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| 13505 | 3.00381e+06 |    36.5025      |
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| 13506 | 3.00559e+06 |    33.0337      |
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| 13507 | 3.00737e+06 |    47.3434      |
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| 13508 | 3.00915e+06 |    37.4514      |
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| 13509 | 3.01094e+06 |    34.3881      |
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| 13510 | 3.01272e+06 |    38.1913      |
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| 13511 | 3.0145e+06  |    35.1855      |
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| 13512 | 3.01628e+06 |    37.9798      |
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| 13513 | 3.01806e+06 |    34.04        |
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| 13514 | 3.01984e+06 |    48.8572      |
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| 13515 | 3.02163e+06 |    35.9548      |
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| 13516 | 3.02341e+06 |    34.7727      |
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| 13517 | 3.02519e+06 |    38.1299      |
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| 13518 | 3.02697e+06 |    35.8083      |
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| 13519 | 3.02876e+06 |    37.8147      |
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| 13520 | 3.00206e+06 |    37.8332      |
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| 13521 | 3.00384e+06 |    30.0449      |
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| 13522 | 3.00562e+06 |    36.6287      |
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| 13523 | 3.0074e+06  |    46.5252      |
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| 13524 | 3.00919e+06 |    42.8621      |
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| 13525 | 3.01097e+06 |    32.522       |
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| 13526 | 3.01275e+06 |    35.4677      |
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| 13527 | 3.01453e+06 |    42.1292      |
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| 13528 | 3.01631e+06 |    36.8086      |
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| 13529 | 3.0181e+06  |    41.2947      |
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| 13530 | 3.01988e+06 |    48.5979      |
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| 13531 | 3.02166e+06 |    45.5882      |
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| 13532 | 3.02344e+06 |    33.7046      |
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| 13533 | 3.02522e+06 |    36.9355      |
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| 13534 | 3.02701e+06 |    43.0309      |
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| 13535 | 3.02879e+06 |    37.3977      |
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| 13536 | 3.00209e+06 |    23.5572      |
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| 13537 | 3.00387e+06 |    25.1282      |
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| 13538 | 3.00566e+06 |    24.1553      |
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| 13539 | 3.00744e+06 |    34.7898      |
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| 13540 | 3.00922e+06 |    28.6744      |
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| 13541 | 3.011e+06   |    23.8438      |
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| 13542 | 3.01278e+06 |    30.5404      |
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| 13543 | 3.01456e+06 |    23.61        |
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| 13544 | 3.01635e+06 |    24.0787      |
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| 13545 | 3.01813e+06 |    24.23        |
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| 13546 | 3.01991e+06 |    34.9383      |
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| 13547 | 3.02169e+06 |    29.2126      |
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| 13548 | 3.02348e+06 |    21.5853      |
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| 13549 | 3.02526e+06 |    30.4399      |
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| 13550 | 3.02704e+06 |    23.7465      |
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| 13551 | 3.02882e+06 |    24.1521      |
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| 13552 | 3.00212e+06 |    20.0288      |
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| 13553 | 3.00391e+06 |    22.8402      |
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| 13554 | 3.00569e+06 |    23.3385      |
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| 13555 | 3.00747e+06 |    29.5473      |
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| 13556 | 3.00925e+06 |    23.7046      |
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| 13557 | 3.01103e+06 |    20.6257      |
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| 13558 | 3.01282e+06 |    22.3176      |
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| 13559 | 3.0146e+06  |    21.2855      |
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| 13560 | 3.01638e+06 |    22.043       |
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| 13561 | 3.01816e+06 |    24.1269      |
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| 13562 | 3.01994e+06 |    29.394       |
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| 13563 | 3.02173e+06 |    24.5729      |
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| 13564 | 3.02351e+06 |    20.0982      |
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| 13565 | 3.02529e+06 |    22.6877      |
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| 13566 | 3.02707e+06 |    21.2346      |
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| 13567 | 3.02885e+06 |    22.4113      |
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| 13568 | 3.00216e+06 |   136.724       |
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| 13569 | 3.00394e+06 |   150.628       |
+-------+-------------+-----------------+
| 13570 | 3.00572e+06 |   151.88        |
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| 13571 | 3.0075e+06  |   162.664       |
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| 13572 | 3.00928e+06 |   157.743       |
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| 13573 | 3.01107e+06 |   123.066       |
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| 13574 | 3.01285e+06 |   148.833       |
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| 13575 | 3.01463e+06 |   139.203       |
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| 13576 | 3.01641e+06 |   149.847       |
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| 13577 | 3.0182e+06  |   151.801       |
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| 13578 | 3.01998e+06 |   161.512       |
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| 13579 | 3.02176e+06 |   158.029       |
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| 13580 | 3.02354e+06 |   125.431       |
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| 13581 | 3.02532e+06 |   152.79        |
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| 13582 | 3.0271e+06  |   139.531       |
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| 13583 | 3.02889e+06 |   150.687       |
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| 13584 | 3.00219e+06 |    95.1131      |
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| 13585 | 3.00397e+06 |    99.0954      |
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| 13586 | 3.00575e+06 |    96.1492      |
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| 13587 | 3.00754e+06 |   114.969       |
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| 13588 | 3.00932e+06 |   107.444       |
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| 13589 | 3.0111e+06  |    79.5442      |
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| 13590 | 3.01288e+06 |    84.9318      |
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| 13591 | 3.01466e+06 |    98.4704      |
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| 13592 | 3.01645e+06 |   101.855       |
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| 13593 | 3.01823e+06 |   103.432       |
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| 13594 | 3.02001e+06 |   120.04        |
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| 13595 | 3.02179e+06 |   109.93        |
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| 13596 | 3.02357e+06 |    80.7778      |
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| 13597 | 3.02536e+06 |    87.5301      |
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| 13598 | 3.02714e+06 |   100.42        |
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| 13599 | 3.02892e+06 |   103.62        |
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| 13600 | 3.00222e+06 |    45.4425      |
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| 13601 | 3.004e+06   |    49.2628      |
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| 13602 | 3.00579e+06 |    60.9141      |
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| 13603 | 3.00757e+06 |    68.0557      |
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| 13604 | 3.00935e+06 |    67.3304      |
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| 13605 | 3.01113e+06 |    42.4669      |
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| 13606 | 3.01292e+06 |    43.4721      |
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| 13607 | 3.0147e+06  |    42.8812      |
+-------+-------------+-----------------+
| 13608 | 3.01648e+06 |    48.8998      |
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| 13609 | 3.01826e+06 |    61.4057      |
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| 13610 | 3.02004e+06 |    68.5423      |
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| 13611 | 3.02182e+06 |    67.866       |
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| 13612 | 3.02361e+06 |    42.991       |
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| 13613 | 3.02539e+06 |    44.0174      |
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| 13614 | 3.02717e+06 |    43.4081      |
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| 13615 | 3.02895e+06 |    49.4248      |
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| 13616 | 3.00226e+06 |    98.8441      |
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| 13617 | 3.00404e+06 |    98.8853      |
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| 13618 | 3.00582e+06 |    99.3558      |
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| 13619 | 3.0076e+06  |   106.631       |
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| 13620 | 3.00938e+06 |   100.062       |
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| 13621 | 3.01117e+06 |    75.7823      |
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| 13622 | 3.01295e+06 |    76.0941      |
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| 13623 | 3.01473e+06 |    87.2745      |
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| 13624 | 3.01651e+06 |    89.8752      |
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| 13625 | 3.01829e+06 |    96.8046      |
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| 13626 | 3.02008e+06 |   105.54        |
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| 13627 | 3.02186e+06 |   100.091       |
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| 13628 | 3.02364e+06 |    76.2191      |
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| 13629 | 3.02542e+06 |    76.8044      |
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| 13630 | 3.0272e+06  |    88.0376      |
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| 13631 | 3.02899e+06 |    90.682       |
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| 13632 | 3.00229e+06 |    41.4445      |
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| 13633 | 3.00407e+06 |    43.0245      |
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| 13634 | 3.00585e+06 |    49.6596      |
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| 13635 | 3.00764e+06 |    57.1208      |
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| 13636 | 3.00942e+06 |    57.2333      |
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| 13637 | 3.0112e+06  |    32.6081      |
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| 13638 | 3.01298e+06 |    34.9298      |
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| 13639 | 3.01476e+06 |    40.9035      |
+-------+-------------+-----------------+
| 13640 | 3.01654e+06 |    42.4851      |
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| 13641 | 3.01833e+06 |    49.664       |
+-------+-------------+-----------------+
| 13642 | 3.02011e+06 |    56.6748      |
+-------+-------------+-----------------+
| 13643 | 3.02189e+06 |    57.2891      |
+-------+-------------+-----------------+
| 13644 | 3.02367e+06 |    31.8946      |
+-------+-------------+-----------------+
| 13645 | 3.02546e+06 |    34.9684      |
+-------+-------------+-----------------+
| 13646 | 3.02724e+06 |    40.5146      |
+-------+-------------+-----------------+
| 13647 | 3.02902e+06 |    42.2213      |
+-------+-------------+-----------------+
| 13648 | 3.00232e+06 |    68.6184      |
+-------+-------------+-----------------+
| 13649 | 3.0041e+06  |    77.8631      |
+-------+-------------+-----------------+
| 13650 | 3.00589e+06 |    81.4141      |
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| 13651 | 3.00767e+06 |    79.3849      |
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| 13652 | 3.00945e+06 |    60.3224      |
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| 13653 | 3.01123e+06 |    49.6145      |
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| 13654 | 3.01301e+06 |    69.4933      |
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| 13655 | 3.0148e+06  |    69.8723      |
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| 13656 | 3.01658e+06 |    77.8314      |
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| 13657 | 3.01836e+06 |    81.2277      |
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| 13658 | 3.02014e+06 |    79.1436      |
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| 13659 | 3.02192e+06 |    60.1172      |
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| 13660 | 3.02371e+06 |    49.4355      |
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| 13661 | 3.02549e+06 |    69.2639      |
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| 13662 | 3.02727e+06 |    69.6505      |
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| 13663 | 3.02905e+06 |    77.611       |
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| 13664 | 3.00236e+06 |    32.9853      |
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| 13665 | 3.00414e+06 |    32.6709      |
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| 13666 | 3.00592e+06 |    32.9425      |
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| 13667 | 3.0077e+06  |    34.2739      |
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| 13668 | 3.00948e+06 |    36.5084      |
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| 13669 | 3.01126e+06 |    28.3801      |
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| 13670 | 3.01305e+06 |    28.8535      |
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| 13671 | 3.01483e+06 |    32.569       |
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| 13672 | 3.01661e+06 |    32.5289      |
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| 13673 | 3.01839e+06 |    32.777       |
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| 13674 | 3.02018e+06 |    34.1332      |
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| 13675 | 3.02196e+06 |    36.3467      |
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| 13676 | 3.02374e+06 |    28.2359      |
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| 13677 | 3.02552e+06 |    28.701       |
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| 13678 | 3.0273e+06  |    32.4262      |
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| 13679 | 3.02908e+06 |    32.3751      |
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| 13680 | 3.00239e+06 |    75.4822      |
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| 13681 | 3.00417e+06 |    73.3767      |
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| 13682 | 3.00595e+06 |    84.4338      |
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| 13683 | 3.00773e+06 |    94.7122      |
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| 13684 | 3.00952e+06 |    80.6436      |
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| 13685 | 3.0113e+06  |    61.1052      |
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| 13686 | 3.01308e+06 |    69.3559      |
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| 13687 | 3.01486e+06 |    83.053       |
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| 13688 | 3.01664e+06 |    77.0921      |
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| 13689 | 3.01843e+06 |    83.9761      |
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| 13690 | 3.02021e+06 |    95.12        |
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| 13691 | 3.02199e+06 |    80.3153      |
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| 13692 | 3.02377e+06 |    65.4491      |
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| 13693 | 3.02555e+06 |    65.1043      |
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| 13694 | 3.02734e+06 |    82.3751      |
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| 13695 | 3.02912e+06 |    76.6582      |
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| 13696 | 3.00242e+06 |    45.8347      |
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| 13697 | 3.0042e+06  |    34.3738      |
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| 13698 | 3.00598e+06 |    43.3756      |
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| 13699 | 3.00777e+06 |    46.9745      |
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| 13700 | 3.00955e+06 |    39.965       |
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| 13701 | 3.01133e+06 |    35.3805      |
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| 13702 | 3.01311e+06 |    30.4965      |
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| 13703 | 3.0149e+06  |    43.8518      |
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| 13704 | 3.01668e+06 |    35.1894      |
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| 13705 | 3.01846e+06 |    42.2527      |
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| 13706 | 3.02024e+06 |    47.8335      |
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| 13707 | 3.02202e+06 |    38.8957      |
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| 13708 | 3.0238e+06  |    36.1887      |
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| 13709 | 3.02559e+06 |    29.4737      |
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| 13710 | 3.02737e+06 |    44.6201      |
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| 13711 | 3.02915e+06 |    34.2074      |
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| 13712 | 3.00245e+06 |    55.8809      |
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| 13713 | 3.00424e+06 |    50.1472      |
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| 13714 | 3.00602e+06 |    69.9846      |
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| 13715 | 3.0078e+06  |    64.4082      |
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| 13716 | 3.00958e+06 |    69.8453      |
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| 13717 | 3.01136e+06 |    48.6233      |
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| 13718 | 3.01315e+06 |    54.4635      |
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| 13719 | 3.01493e+06 |    50.534       |
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| 13720 | 3.01671e+06 |    58.6536      |
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| 13721 | 3.01849e+06 |    73.1215      |
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| 13722 | 3.02027e+06 |    68.2201      |
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| 13723 | 3.02206e+06 |    65.2782      |
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| 13724 | 3.02384e+06 |    48.8653      |
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| 13725 | 3.02562e+06 |    56.7448      |
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| 13726 | 3.0274e+06  |    54.4969      |
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| 13727 | 3.02918e+06 |    58.562       |
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| 13728 | 3.00249e+06 |    27.3772      |
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| 13729 | 3.00427e+06 |    25.9238      |
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| 13730 | 3.00605e+06 |    29.8798      |
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| 13731 | 3.00783e+06 |    36.9628      |
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| 13732 | 3.00962e+06 |    31.6418      |
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| 13733 | 3.0114e+06  |    25.234       |
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| 13734 | 3.01318e+06 |    25.7404      |
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| 13735 | 3.01496e+06 |    27.4557      |
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| 13736 | 3.01674e+06 |    25.9125      |
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| 13737 | 3.01852e+06 |    29.6622      |
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| 13738 | 3.02031e+06 |    36.8509      |
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| 13739 | 3.02209e+06 |    31.3601      |
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| 13740 | 3.02387e+06 |    24.9896      |
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| 13741 | 3.02565e+06 |    25.4289      |
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| 13742 | 3.02744e+06 |    27.2787      |
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| 13743 | 3.02922e+06 |    25.6268      |
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| 13744 | 3.00252e+06 |    22.2337      |
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| 13745 | 3.0043e+06  |    23.9155      |
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| 13746 | 3.00608e+06 |    27.268       |
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| 13747 | 3.00787e+06 |    34.0513      |
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| 13748 | 3.00965e+06 |    36.8254      |
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| 13749 | 3.01143e+06 |    22.8161      |
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| 13750 | 3.01321e+06 |    21.5909      |
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| 13751 | 3.01499e+06 |    23.3804      |
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| 13752 | 3.01678e+06 |    25.0553      |
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| 13753 | 3.01856e+06 |    27.6916      |
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| 13754 | 3.02034e+06 |    34.1504      |
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| 13755 | 3.02212e+06 |    36.8388      |
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| 13756 | 3.0239e+06  |    22.8145      |
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| 13757 | 3.02569e+06 |    21.5928      |
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| 13758 | 3.02747e+06 |    23.3849      |
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| 13759 | 3.02925e+06 |    25.0605      |
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| 13760 | 3.00255e+06 |    27.9364      |
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| 13761 | 3.00434e+06 |    30.0991      |
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| 13762 | 3.00612e+06 |    34.7019      |
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| 13763 | 3.0079e+06  |    44.8838      |
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| 13764 | 3.00968e+06 |    38.9791      |
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| 13765 | 3.01146e+06 |    27.1652      |
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| 13766 | 3.01324e+06 |    27.2116      |
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| 13767 | 3.01503e+06 |    28.6436      |
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| 13768 | 3.01681e+06 |    29.5573      |
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| 13769 | 3.01859e+06 |    34.5837      |
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| 13770 | 3.02037e+06 |    44.7379      |
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| 13771 | 3.02216e+06 |    38.7365      |
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| 13772 | 3.02394e+06 |    26.8746      |
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| 13773 | 3.02572e+06 |    26.8847      |
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| 13774 | 3.0275e+06  |    28.3925      |
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| 13775 | 3.02928e+06 |    29.2998      |
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| 13776 | 3.00259e+06 |    40.8508      |
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| 13777 | 3.00437e+06 |    33.3741      |
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| 13778 | 3.00615e+06 |    38.9127      |
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| 13779 | 3.00793e+06 |    36.9135      |
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| 13780 | 3.00971e+06 |    40.0107      |
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| 13781 | 3.0115e+06  |    35.2753      |
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| 13782 | 3.01328e+06 |    45.5973      |
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| 13783 | 3.01506e+06 |    39.2429      |
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| 13784 | 3.01684e+06 |    36.7242      |
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| 13785 | 3.01862e+06 |    38.8529      |
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| 13786 | 3.02041e+06 |    38.4809      |
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| 13787 | 3.02219e+06 |    40.2933      |
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| 13788 | 3.02397e+06 |    36.0254      |
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| 13789 | 3.02575e+06 |    45.9283      |
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| 13790 | 3.02753e+06 |    39.7187      |
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| 13791 | 3.02932e+06 |    37.0586      |
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| 13792 | 3.00262e+06 |    49.5263      |
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| 13793 | 3.0044e+06  |    40.3987      |
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| 13794 | 3.00618e+06 |    45.9007      |
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| 13795 | 3.00796e+06 |    58.2591      |
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| 13796 | 3.00975e+06 |    45.8773      |
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| 13797 | 3.01153e+06 |    36.6651      |
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| 13798 | 3.01331e+06 |    47.9977      |
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| 13799 | 3.01509e+06 |    49.6257      |
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| 13800 | 3.01688e+06 |    40.3204      |
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| 13801 | 3.01866e+06 |    46.8102      |
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| 13802 | 3.02044e+06 |    58.1576      |
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| 13803 | 3.02222e+06 |    46.2318      |
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| 13804 | 3.024e+06   |    36.3017      |
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| 13805 | 3.02578e+06 |    47.9489      |
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| 13806 | 3.02757e+06 |    49.5678      |
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| 13807 | 3.02935e+06 |    40.2697      |
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| 13808 | 3.00265e+06 |    68.7399      |
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| 13809 | 3.00443e+06 |    56.455       |
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| 13810 | 3.00622e+06 |    57.5448      |
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| 13811 | 3.008e+06   |    78.2382      |
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| 13812 | 3.00978e+06 |    63.0827      |
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| 13813 | 3.01156e+06 |    37.1687      |
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| 13814 | 3.01334e+06 |    38.0484      |
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| 13815 | 3.01513e+06 |    37.3171      |
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| 13816 | 3.01691e+06 |    37.9609      |
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| 13817 | 3.01869e+06 |    47.8508      |
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| 13818 | 3.02047e+06 |    70.0736      |
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| 13819 | 3.02225e+06 |    58.4054      |
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| 13820 | 3.02404e+06 |    34.2351      |
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| 13821 | 3.02582e+06 |    37.122       |
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| 13822 | 3.0276e+06  |    36.345       |
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| 13823 | 3.02938e+06 |    36.3742      |
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| 13824 | 3.0009e+06  |    29.2172      |
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| 13825 | 3.00269e+06 |    27.4939      |
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| 13826 | 3.00447e+06 |    26.4471      |
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| 13827 | 3.00625e+06 |    26.7264      |
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| 13828 | 3.00803e+06 |    15.7419      |
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| 13829 | 3.00981e+06 |    32.8086      |
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| 13830 | 3.0116e+06  |    30.5469      |
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| 13831 | 3.01338e+06 |    29.1461      |
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| 13832 | 3.01516e+06 |    28.4312      |
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| 13833 | 3.01694e+06 |    26.5455      |
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| 13834 | 3.01872e+06 |    26.8635      |
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| 13835 | 3.02051e+06 |    15.9791      |
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| 13836 | 3.02229e+06 |    33.0146      |
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| 13837 | 3.02407e+06 |    30.7389      |
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| 13838 | 3.02585e+06 |    29.3568      |
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| 13839 | 3.02763e+06 |    28.6441      |
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| 13840 | 3.00094e+06 |    10.4326      |
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| 13841 | 3.00272e+06 |     9.78965     |
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| 13842 | 3.0045e+06  |     9.95146     |
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| 13843 | 3.00628e+06 |    13.7793      |
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| 13844 | 3.00806e+06 |    12.4375      |
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| 13845 | 3.00985e+06 |     9.18064     |
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| 13846 | 3.01163e+06 |     9.60755     |
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| 13847 | 3.01341e+06 |     9.9165      |
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| 13848 | 3.01519e+06 |     9.28326     |
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| 13849 | 3.01698e+06 |    10.2366      |
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| 13850 | 3.01876e+06 |    14.2566      |
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| 13851 | 3.02054e+06 |    12.8873      |
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| 13852 | 3.02232e+06 |     9.5714      |
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| 13853 | 3.0241e+06  |    10.3247      |
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| 13854 | 3.02588e+06 |    10.1825      |
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| 13855 | 3.02767e+06 |     9.55138     |
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| 13856 | 3.00097e+06 |    21.7742      |
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| 13857 | 3.00275e+06 |    21.7045      |
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| 13858 | 3.00453e+06 |    19.6581      |
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| 13859 | 3.00632e+06 |    27.1542      |
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| 13860 | 3.0081e+06  |    26.2403      |
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| 13861 | 3.00988e+06 |    21.185       |
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| 13862 | 3.01166e+06 |    18.4037      |
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| 13863 | 3.01344e+06 |    20.7423      |
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| 13864 | 3.01523e+06 |    21.559       |
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| 13865 | 3.01701e+06 |    19.5517      |
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| 13866 | 3.01879e+06 |    26.9403      |
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| 13867 | 3.02057e+06 |    25.9921      |
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| 13868 | 3.02235e+06 |    20.944       |
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| 13869 | 3.02414e+06 |    18.1849      |
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| 13870 | 3.02592e+06 |    20.5203      |
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| 13871 | 3.0277e+06  |    21.3342      |
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| 13872 | 3.001e+06   |    20.2157      |
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| 13873 | 3.00278e+06 |    21.389       |
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| 13874 | 3.00457e+06 |    20.5861      |
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| 13875 | 3.00635e+06 |    24.5211      |
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| 13876 | 3.00813e+06 |    24.9325      |
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| 13877 | 3.00991e+06 |    19.4788      |
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| 13878 | 3.0117e+06  |    21.3804      |
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| 13879 | 3.01348e+06 |    20.2659      |
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| 13880 | 3.01526e+06 |    20.8005      |
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| 13881 | 3.01704e+06 |    20.5603      |
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| 13882 | 3.01882e+06 |    24.5595      |
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| 13883 | 3.0206e+06  |    25.0385      |
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| 13884 | 3.02239e+06 |    19.6097      |
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| 13885 | 3.02417e+06 |    21.5199      |
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| 13886 | 3.02595e+06 |    20.4159      |
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| 13887 | 3.02773e+06 |    20.9527      |
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| 13888 | 3.00104e+06 |     9.17189     |
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| 13889 | 3.00282e+06 |     9.90064     |
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| 13890 | 3.0046e+06  |    10.3873      |
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| 13891 | 3.00638e+06 |    16.368       |
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| 13892 | 3.00816e+06 |    13.2956      |
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| 13893 | 3.00995e+06 |     9.30719     |
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| 13894 | 3.01173e+06 |     9.54929     |
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| 13895 | 3.01351e+06 |     9.96253     |
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| 13896 | 3.01529e+06 |    10.1239      |
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| 13897 | 3.01707e+06 |    10.3439      |
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| 13898 | 3.01886e+06 |    16.3782      |
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| 13899 | 3.02064e+06 |    13.3387      |
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| 13900 | 3.02242e+06 |     9.36009     |
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| 13901 | 3.0242e+06  |     9.58673     |
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| 13902 | 3.02598e+06 |     9.99479     |
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| 13903 | 3.02777e+06 |    10.1574      |
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| 13904 | 3.00107e+06 |    22.532       |
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| 13905 | 3.00285e+06 |    20.7219      |
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| 13906 | 3.00463e+06 |    23.2364      |
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| 13907 | 3.00642e+06 |    31.7718      |
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| 13908 | 3.0082e+06  |    22.2409      |
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| 13909 | 3.00998e+06 |    23.7649      |
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| 13910 | 3.01176e+06 |    22.2472      |
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| 13911 | 3.01354e+06 |    22.3538      |
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| 13912 | 3.01532e+06 |    20.7249      |
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| 13913 | 3.01711e+06 |    23.3282      |
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| 13914 | 3.01889e+06 |    31.8412      |
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| 13915 | 3.02067e+06 |    22.324       |
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| 13916 | 3.02245e+06 |    23.8415      |
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| 13917 | 3.02424e+06 |    22.3272      |
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| 13918 | 3.02602e+06 |    22.4321      |
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| 13919 | 3.0278e+06  |    20.8041      |
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| 13920 | 3.0011e+06  |    20.4154      |
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| 13921 | 3.00288e+06 |    18.2649      |
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| 13922 | 3.00467e+06 |    17.115       |
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| 13923 | 3.00645e+06 |    22.091       |
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| 13924 | 3.00823e+06 |    19.2583      |
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| 13925 | 3.01001e+06 |    18.8533      |
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| 13926 | 3.01179e+06 |    19.8044      |
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| 13927 | 3.01358e+06 |    20.589       |
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| 13928 | 3.01536e+06 |    18.06        |
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| 13929 | 3.01714e+06 |    16.9395      |
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| 13930 | 3.01892e+06 |    21.9626      |
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| 13931 | 3.0207e+06  |    19.1561      |
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| 13932 | 3.02249e+06 |    18.7625      |
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| 13933 | 3.02427e+06 |    19.7199      |
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| 13934 | 3.02605e+06 |    20.506       |
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| 13935 | 3.02783e+06 |    17.9777      |
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| 13936 | 3.00114e+06 |     8.45453     |
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| 13937 | 3.00292e+06 |    11.0566      |
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| 13938 | 3.0047e+06  |    15.0339      |
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| 13939 | 3.00648e+06 |    13.2006      |
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| 13940 | 3.00826e+06 |    16.717       |
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| 13941 | 3.01004e+06 |    11.0535      |
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| 13942 | 3.01183e+06 |    10.2765      |
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| 13943 | 3.01361e+06 |    10.9749      |
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| 13944 | 3.01539e+06 |    14.0068      |
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| 13945 | 3.01717e+06 |    17.3121      |
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| 13946 | 3.01896e+06 |    14.8673      |
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| 13947 | 3.02074e+06 |    17.9297      |
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| 13948 | 3.02252e+06 |    11.9422      |
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| 13949 | 3.0243e+06  |    10.9338      |
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| 13950 | 3.02608e+06 |    11.471       |
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| 13951 | 3.02786e+06 |    14.3854      |
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| 13952 | 3.00117e+06 |    32.4303      |
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| 13953 | 3.00295e+06 |    33.8096      |
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| 13954 | 3.00473e+06 |    33.1725      |
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| 13955 | 3.00651e+06 |    40.324       |
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| 13956 | 3.0083e+06  |    42.2533      |
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| 13957 | 3.01008e+06 |    28.2879      |
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| 13958 | 3.01186e+06 |    32.5086      |
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| 13959 | 3.01364e+06 |    31.9641      |
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| 13960 | 3.01542e+06 |    33.6527      |
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| 13961 | 3.01721e+06 |    33.7938      |
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| 13962 | 3.01899e+06 |    38.5027      |
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| 13963 | 3.02077e+06 |    44.3679      |
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| 13964 | 3.02255e+06 |    29.6629      |
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| 13965 | 3.02433e+06 |    32.6313      |
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| 13966 | 3.02612e+06 |    32.8319      |
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| 13967 | 3.0279e+06  |    34.4315      |
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| 13968 | 3.0012e+06  |    20.2116      |
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| 13969 | 3.00298e+06 |    18.825       |
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| 13970 | 3.00476e+06 |    19.8368      |
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| 13971 | 3.00655e+06 |    28.377       |
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| 13972 | 3.00833e+06 |    26.2774      |
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| 13973 | 3.01011e+06 |    17.9242      |
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| 13974 | 3.01189e+06 |    21.9962      |
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| 13975 | 3.01368e+06 |    20.2818      |
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| 13976 | 3.01546e+06 |    18.9514      |
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| 13977 | 3.01724e+06 |    20.0111      |
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| 13978 | 3.01902e+06 |    28.5414      |
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| 13979 | 3.0208e+06  |    26.4449      |
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| 13980 | 3.02258e+06 |    18.0907      |
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| 13981 | 3.02437e+06 |    22.1628      |
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| 13982 | 3.02615e+06 |    20.4486      |
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| 13983 | 3.02793e+06 |    19.1182      |
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| 13984 | 3.00123e+06 |    17.1202      |
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| 13985 | 3.00302e+06 |    18.0128      |
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| 13987 | 3.00658e+06 |    26.0336      |
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| 13988 | 3.00836e+06 |    23.1095      |
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| 13989 | 3.01014e+06 |    17.9467      |
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| 13991 | 3.01371e+06 |    18.29        |
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| 13992 | 3.01549e+06 |    16.7645      |
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| 13993 | 3.01727e+06 |    18.6778      |
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| 13994 | 3.01905e+06 |    25.0762      |
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| 13995 | 3.02084e+06 |    22.7154      |
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| 13996 | 3.02262e+06 |    18.9341      |
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| 13997 | 3.0244e+06  |    18.6818      |
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| 13998 | 3.02618e+06 |    18.5375      |
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| 13999 | 3.02796e+06 |    17.2048      |
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| 14000 | 3.00127e+06 |    59.2074      |
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| 14001 | 3.00305e+06 |    37.8197      |
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| 14002 | 3.00483e+06 |    34.0241      |
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| 14003 | 3.00661e+06 |    32.558       |
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| 14004 | 3.0084e+06  |    32.4922      |
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| 14005 | 3.01018e+06 |    24.8881      |
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| 14006 | 3.01196e+06 |    32.4774      |
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| 14007 | 3.01374e+06 |    55.5928      |
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| 14008 | 3.01552e+06 |    42.6782      |
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| 14009 | 3.0173e+06  |    30.8831      |
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| 14010 | 3.01909e+06 |    36.6853      |
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| 14011 | 3.02087e+06 |    30.2524      |
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| 14012 | 3.02265e+06 |    28.5212      |
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| 14013 | 3.02443e+06 |    30.5288      |
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| 14014 | 3.02622e+06 |    58.723       |
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| 14018 | 3.00486e+06 |    16.2967      |
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| 14019 | 3.00665e+06 |    23.6758      |
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| 14020 | 3.00843e+06 |    27.7524      |
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| 14021 | 3.01021e+06 |    12.8754      |
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| 14022 | 3.01199e+06 |    13.9591      |
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| 14023 | 3.01377e+06 |    15.6017      |
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| 14025 | 3.01734e+06 |    16.3553      |
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| 14026 | 3.01912e+06 |    23.7995      |
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| 14032 | 3.00133e+06 |    36.6021      |
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| 14035 | 3.00668e+06 |    33.3863      |
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| 14038 | 3.01202e+06 |    22.3295      |
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| 14039 | 3.01381e+06 |    36.1463      |
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| 14042 | 3.01915e+06 |    33.0577      |
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| 14043 | 3.02094e+06 |    40.131       |
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| 14045 | 3.0245e+06  |    22.1487      |
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| 14046 | 3.02628e+06 |    35.9338      |
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| 14090 | 3.01925e+06 |    31.298       |
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| 14179 | 3.00698e+06 |    74.8647      |
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| 14180 | 3.00876e+06 |    71.5373      |
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| 14181 | 3.01054e+06 |    51.79        |
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| 14184 | 3.01589e+06 |    55.2772      |
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| 14185 | 3.01767e+06 |    60.8425      |
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| 14186 | 3.01945e+06 |    72.8954      |
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| 14187 | 3.02123e+06 |    70.4309      |
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| 14188 | 3.02301e+06 |    53.3539      |
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| 14189 | 3.0248e+06  |    55.5513      |
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| 14190 | 3.02658e+06 |    60.5305      |
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| 14191 | 3.02836e+06 |    55.4589      |
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| 14192 | 3.00166e+06 |     7.95174     |
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| 14193 | 3.00344e+06 |     9.34981     |
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| 14194 | 3.00523e+06 |     8.36371     |
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| 14195 | 3.00701e+06 |    10.089       |
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| 14197 | 3.01057e+06 |     8.0611      |
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| 14198 | 3.01236e+06 |     8.79263     |
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| 14199 | 3.01414e+06 |     8.48461     |
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| 14200 | 3.01592e+06 |     9.56112     |
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| 14201 | 3.0177e+06  |     8.95086     |
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| 14203 | 3.02126e+06 |    10.3493      |
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| 14207 | 3.02839e+06 |     9.5803      |
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| 14208 | 3.0017e+06  |    22.0021      |
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| 14209 | 3.00348e+06 |    23.0244      |
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| 14210 | 3.00526e+06 |    25.3353      |
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| 14211 | 3.00704e+06 |    28.3139      |
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| 14212 | 3.00882e+06 |    31.7108      |
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| 14213 | 3.01061e+06 |    17.9709      |
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| 14217 | 3.01773e+06 |    25.3415      |
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| 14218 | 3.01952e+06 |    28.5604      |
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| 14219 | 3.0213e+06  |    31.798       |
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| 14260 | 3.00892e+06 |    45.2219      |
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| 14265 | 3.01783e+06 |    48.5236      |
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| 14266 | 3.01962e+06 |    55.0683      |
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| 14282 | 3.01965e+06 |     8.95555     |
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| 14304 | 3.00189e+06 |    36.9375      |
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| 14432 | 3.00216e+06 |   130.563       |
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| 14433 | 3.00394e+06 |   112.912       |
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| 14435 | 3.0075e+06  |   160.579       |
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| 14436 | 3.00929e+06 |   144.739       |
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| 14437 | 3.01107e+06 |   107.319       |
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| 14438 | 3.01285e+06 |   124.813       |
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| 14439 | 3.01463e+06 |   131.421       |
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| 14440 | 3.01641e+06 |   116.073       |
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| 14442 | 3.01998e+06 |   163.277       |
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| 14443 | 3.02176e+06 |   146.102       |
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| 14444 | 3.02354e+06 |   108.777       |
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| 14445 | 3.02532e+06 |   125.773       |
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| 14446 | 3.02711e+06 |   132.218       |
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| 14447 | 3.02889e+06 |   116.883       |
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| 14448 | 3.00219e+06 |    88.6416      |
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| 14449 | 3.00397e+06 |    72.2217      |
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| 14450 | 3.00576e+06 |    99.789       |
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| 14451 | 3.00754e+06 |   113.712       |
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| 14452 | 3.00932e+06 |    91.1701      |
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| 14457 | 3.01823e+06 |   106.468       |
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| 14458 | 3.02001e+06 |   118.504       |
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| 14459 | 3.02179e+06 |    94.3021      |
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| 14460 | 3.02358e+06 |    70.7064      |
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| 14461 | 3.02536e+06 |    77.7652      |
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| 14462 | 3.02714e+06 |    93.8033      |
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| 14463 | 3.02892e+06 |    81.4245      |
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| 14464 | 3.00222e+06 |    43.242       |
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| 14465 | 3.00401e+06 |    37.4184      |
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| 14466 | 3.00579e+06 |    42.3277      |
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| 14467 | 3.00757e+06 |    51.4226      |
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| 14468 | 3.00935e+06 |    49.6375      |
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| 14469 | 3.01113e+06 |    20.3462      |
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| 14470 | 3.01292e+06 |    25.619       |
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| 14471 | 3.0147e+06  |    39.5114      |
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| 14472 | 3.01648e+06 |    36.4219      |
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| 14473 | 3.01826e+06 |    41.745       |
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| 14474 | 3.02004e+06 |    50.7507      |
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| 14475 | 3.02183e+06 |    50.1694      |
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| 14476 | 3.02361e+06 |    21.8867      |
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| 14477 | 3.02539e+06 |    26.7583      |
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| 14478 | 3.02717e+06 |    40.1704      |
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| 14479 | 3.02895e+06 |    36.9017      |
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| 14480 | 3.00226e+06 |    90.5412      |
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| 14481 | 3.00404e+06 |    85.7246      |
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| 14482 | 3.00582e+06 |    94.486       |
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| 14483 | 3.0076e+06  |   114.085       |
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| 14484 | 3.00938e+06 |   122.968       |
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| 14485 | 3.01117e+06 |    66.0663      |
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| 14486 | 3.01295e+06 |    52.6064      |
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| 14487 | 3.01473e+06 |    87.8082      |
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| 14488 | 3.01651e+06 |    86.3742      |
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| 14489 | 3.0183e+06  |    95.2895      |
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| 14490 | 3.02008e+06 |   114.7         |
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| 14491 | 3.02186e+06 |   123.51        |
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| 14492 | 3.02364e+06 |    66.5397      |
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| 14493 | 3.02542e+06 |    53.0843      |
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| 14494 | 3.0272e+06  |    88.2979      |
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| 14495 | 3.02899e+06 |    86.867       |
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| 14496 | 3.00229e+06 |    39.6201      |
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| 14497 | 3.00407e+06 |    67.8138      |
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| 14498 | 3.00585e+06 |    43.3345      |
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| 14499 | 3.00764e+06 |    97.5077      |
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| 14500 | 3.00942e+06 |    70.833       |
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| 14501 | 3.0112e+06  |    75.0081      |
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| 14502 | 3.01298e+06 |    37.6986      |
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| 14503 | 3.01476e+06 |    69.9196      |
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| 14504 | 3.01655e+06 |    38.5498      |
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| 14505 | 3.01833e+06 |    73.534       |
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| 14506 | 3.02011e+06 |    68.6852      |
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| 14507 | 3.02189e+06 |    99.4478      |
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| 14508 | 3.02367e+06 |    47.3632      |
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| 14509 | 3.02546e+06 |    65.9426      |
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| 14510 | 3.02724e+06 |    43.3018      |
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| 14511 | 3.02902e+06 |    66.9008      |
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| 14512 | 3.00232e+06 |    64.9765      |
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| 14513 | 3.0041e+06  |    58.9223      |
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| 14514 | 3.00589e+06 |    69.5476      |
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| 14515 | 3.00767e+06 |    72.9986      |
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| 14516 | 3.00945e+06 |    70.206       |
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| 14517 | 3.01123e+06 |    60.568       |
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| 14518 | 3.01302e+06 |    57.2148      |
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| 14519 | 3.0148e+06  |    63.4506      |
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| 14520 | 3.01658e+06 |    61.9569      |
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| 14521 | 3.01836e+06 |    68.5666      |
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| 14522 | 3.02014e+06 |    75.4656      |
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| 14523 | 3.02192e+06 |    69.7204      |
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| 14524 | 3.02371e+06 |    62.6678      |
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| 14525 | 3.02549e+06 |    57.0864      |
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| 14526 | 3.02727e+06 |    65.2668      |
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| 14527 | 3.02905e+06 |    62.0988      |
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| 14528 | 3.00236e+06 |    11.1239      |
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| 14529 | 3.00414e+06 |    10.8254      |
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| 14530 | 3.00592e+06 |     5.0413      |
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| 14531 | 3.0077e+06  |     8.72935     |
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| 14532 | 3.00948e+06 |    10.5295      |
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| 14533 | 3.01127e+06 |     8.73582     |
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| 14535 | 3.01483e+06 |    10.2171      |
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| 14536 | 3.01661e+06 |    10.2382      |
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| 14537 | 3.01839e+06 |     4.41649     |
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| 14538 | 3.02018e+06 |     8.13809     |
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| 14539 | 3.02196e+06 |     9.93048     |
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| 14540 | 3.02374e+06 |     8.11495     |
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| 14541 | 3.02552e+06 |     6.83413     |
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| 14542 | 3.0273e+06  |     9.61118     |
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| 14543 | 3.02909e+06 |     9.63287     |
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| 14544 | 3.00239e+06 |    47.3499      |
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| 14545 | 3.00417e+06 |    47.4412      |
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| 14546 | 3.00595e+06 |    45.6824      |
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| 14547 | 3.00774e+06 |    63.7838      |
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| 14548 | 3.00952e+06 |    72.9248      |
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| 14549 | 3.0113e+06  |    37.1662      |
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| 14550 | 3.01308e+06 |    37.052       |
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| 14551 | 3.01486e+06 |    46.519       |
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| 14552 | 3.01664e+06 |    47.2663      |
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| 14553 | 3.01843e+06 |    45.5512      |
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| 14554 | 3.02021e+06 |    63.7172      |
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| 14555 | 3.02199e+06 |    72.7654      |
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| 14556 | 3.02377e+06 |    37.1378      |
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| 14557 | 3.02556e+06 |    36.9341      |
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| 14558 | 3.02734e+06 |    46.3822      |
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| 14559 | 3.02912e+06 |    47.1258      |
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| 14560 | 3.00242e+06 |    68.4778      |
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| 14561 | 3.0042e+06  |    53.1488      |
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| 14562 | 3.00599e+06 |    54.0568      |
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| 14563 | 3.00777e+06 |    59.9053      |
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| 14565 | 3.01133e+06 |    49.7053      |
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| 14566 | 3.01311e+06 |    52.8181      |
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| 14567 | 3.0149e+06  |    72.5212      |
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| 14568 | 3.01668e+06 |    52.9989      |
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| 14569 | 3.01846e+06 |    56.1002      |
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| 14570 | 3.02024e+06 |    59.8746      |
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| 14572 | 3.02381e+06 |    48.8107      |
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| 14573 | 3.02559e+06 |    54.5709      |
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| 14574 | 3.02737e+06 |    72.6358      |
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| 14575 | 3.02915e+06 |    54.3342      |
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| 14577 | 3.00424e+06 |    30.5597      |
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| 14578 | 3.00602e+06 |    50.7359      |
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| 14579 | 3.0078e+06  |    42.2226      |
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| 14580 | 3.00958e+06 |    65.259       |
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| 14581 | 3.01136e+06 |    33.7521      |
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| 14582 | 3.01315e+06 |    52.3286      |
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| 14584 | 3.01671e+06 |    38.523       |
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| 14585 | 3.01849e+06 |    42.3677      |
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| 14587 | 3.02206e+06 |    56.8515      |
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| 14588 | 3.02384e+06 |    42.8001      |
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| 14594 | 3.00605e+06 |    27.0844      |
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| 14683 | 3.02226e+06 |    65.1453      |
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| 14722 | 3.00454e+06 |     0.206392    |
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| 14723 | 3.00632e+06 |     0.434889    |
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| 14728 | 3.01523e+06 |     0.309779    |
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| 14730 | 3.01879e+06 |     0.417171    |
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| 14731 | 3.02057e+06 |     0.522775    |
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| 14732 | 3.02236e+06 |     0.274343    |
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| 14733 | 3.02414e+06 |     0.240225    |
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| 14734 | 3.02592e+06 |     0.341053    |
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| 14735 | 3.0277e+06  |     0.312927    |
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| 14736 | 3.001e+06   |     0.434758    |
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| 14737 | 3.00279e+06 |     0.185434    |
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| 14738 | 3.00457e+06 |     0.264335    |
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| 14739 | 3.00635e+06 |     0.181302    |
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| 14740 | 3.00813e+06 |     0.376297    |
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| 14741 | 3.00991e+06 |     0.468652    |
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| 14742 | 3.0117e+06  |     0.320669    |
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| 14743 | 3.01348e+06 |     0.475148    |
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| 14744 | 3.01526e+06 |     0.211636    |
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| 14745 | 3.01704e+06 |     0.282849    |
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| 14746 | 3.01882e+06 |     0.194542    |
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| 14747 | 3.02061e+06 |     0.385909    |
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| 14748 | 3.02239e+06 |     0.475769    |
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| 14749 | 3.02417e+06 |     0.32607     |
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| 14750 | 3.02595e+06 |     0.479368    |
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| 14751 | 3.02773e+06 |     0.215043    |
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| 14752 | 3.00104e+06 |     0.0811185   |
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| 14753 | 3.00282e+06 |    -0.00270325  |
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| 14754 | 3.0046e+06  |     0.0947251   |
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| 14755 | 3.00638e+06 |     0.0962298   |
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| 14756 | 3.00816e+06 |     0.0644788   |
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| 14757 | 3.00995e+06 |     0.208254    |
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| 14758 | 3.01173e+06 |     0.183675    |
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| 14759 | 3.01351e+06 |     0.0723765   |
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| 14760 | 3.01529e+06 |    -0.00291698  |
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| 14761 | 3.01708e+06 |     0.0969044   |
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| 14762 | 3.01886e+06 |     0.0966672   |
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| 14763 | 3.02064e+06 |     0.0653115   |
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| 14764 | 3.02242e+06 |     0.209118    |
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| 14765 | 3.0242e+06  |     0.184488    |
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| 14766 | 3.02598e+06 |     0.0732049   |
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| 14767 | 3.02777e+06 |    -0.00208918  |
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| 14772 | 3.0082e+06  |     0.214279    |
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| 14773 | 3.00998e+06 |     0.357487    |
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| 14774 | 3.01176e+06 |     0.0605205   |
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| 14775 | 3.01354e+06 |     0.0437608   |
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| 14779 | 3.02067e+06 |     0.189273    |
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| 14780 | 3.02245e+06 |     0.337567    |
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| 14785 | 3.00288e+06 |     0.0206386   |
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| 14790 | 3.0118e+06  |     0.203476    |
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| 14792 | 3.01536e+06 |     0.00976385  |
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| 14793 | 3.01714e+06 |     0.0744228   |
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| 14795 | 3.0207e+06  |     0.204444    |
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| 14798 | 3.02605e+06 |     0.182907    |
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| 14803 | 3.00648e+06 |     0.246221    |
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| 14806 | 3.01183e+06 |     0.151425    |
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| 14808 | 3.01539e+06 |     0.142232    |
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| 14810 | 3.01896e+06 |     0.260446    |
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| 14811 | 3.02074e+06 |     0.30501     |
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| 14812 | 3.02252e+06 |     0.304912    |
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| 14813 | 3.0243e+06  |     0.172348    |
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| 14814 | 3.02608e+06 |     0.188325    |
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| 14815 | 3.02787e+06 |     0.1487      |
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| 14817 | 3.00295e+06 |     0.276405    |
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| 14818 | 3.00473e+06 |     0.187544    |
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| 14819 | 3.00652e+06 |     0.61979     |
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| 14820 | 3.0083e+06  |     0.639528    |
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| 14821 | 3.01008e+06 |     0.292627    |
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| 14822 | 3.01186e+06 |     0.422123    |
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| 14824 | 3.01542e+06 |     0.167937    |
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| 14825 | 3.01721e+06 |     0.0751831   |
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| 14826 | 3.01899e+06 |     0.546765    |
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| 14827 | 3.02077e+06 |     0.576915    |
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| 14828 | 3.02255e+06 |     0.213702    |
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| 14829 | 3.02434e+06 |     0.359747    |
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| 14830 | 3.02612e+06 |     0.081955    |
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| 14831 | 3.0279e+06  |     0.094217    |
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| 14832 | 3.0012e+06  |     0.0845004   |
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| 14833 | 3.00298e+06 |     0.134346    |
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| 14835 | 3.00655e+06 |     0.296856    |
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| 14838 | 3.01189e+06 |     0.078322    |
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| 14839 | 3.01368e+06 |     0.0687471   |
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| 14840 | 3.01546e+06 |     0.14421     |
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| 14842 | 3.01902e+06 |     0.302886    |
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| 14843 | 3.0208e+06  |     0.328933    |
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| 14844 | 3.02259e+06 |     0.159381    |
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| 14845 | 3.02437e+06 |     0.0819653   |
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| 14846 | 3.02615e+06 |     0.0725977   |
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| 14847 | 3.02793e+06 |     0.148106    |
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| 14849 | 3.00302e+06 |     0.121798    |
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| 14850 | 3.0048e+06  |     0.264556    |
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| 14851 | 3.00658e+06 |     0.527611    |
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| 14852 | 3.00836e+06 |     0.294851    |
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| 14855 | 3.01371e+06 |     0.0502947   |
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| 14856 | 3.01549e+06 |     0.127718    |
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| 14859 | 3.02084e+06 |     0.294994    |
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| 14860 | 3.02262e+06 |     0.270257    |
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| 14861 | 3.0244e+06  |     0.120386    |
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| 14862 | 3.02618e+06 |     0.0530334   |
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| 14863 | 3.02796e+06 |     0.13145     |
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| 14872 | 3.01552e+06 |     0.270632    |
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| 14873 | 3.01731e+06 |     0.229874    |
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| 14874 | 3.01909e+06 |     0.280583    |
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| 14875 | 3.02087e+06 |     0.322034    |
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| 14880 | 3.0013e+06  |     0.110876    |
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| 14882 | 3.00486e+06 |    -0.0094232   |
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| 14883 | 3.00665e+06 |     0.321094    |
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| 14884 | 3.00843e+06 |     0.241516    |
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| 14887 | 3.01378e+06 |     0.130618    |
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| 14893 | 3.02447e+06 |     0.0296789   |
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| 14899 | 3.00668e+06 |     0.613475    |
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| 14901 | 3.01024e+06 |     0.33944     |
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| 14903 | 3.01381e+06 |     0.32126     |
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| 14904 | 3.01559e+06 |     0.334216    |
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| 14905 | 3.01737e+06 |     0.340536    |
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| 14908 | 3.02272e+06 |     0.341804    |
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| 14909 | 3.0245e+06  |     0.327038    |
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| 14910 | 3.02628e+06 |     0.323609    |
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| 14911 | 3.02806e+06 |     0.336566    |
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| 14912 | 3.00137e+06 |     0.167291    |
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| 14913 | 3.00315e+06 |     0.108465    |
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| 14914 | 3.00493e+06 |     0.150581    |
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| 14915 | 3.00671e+06 |     0.146611    |
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| 14917 | 3.01028e+06 |     0.276969    |
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| 14918 | 3.01206e+06 |     0.192132    |
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| 14919 | 3.01384e+06 |     0.173181    |
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| 14920 | 3.01562e+06 |     0.109876    |
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| 14921 | 3.0174e+06  |     0.142334    |
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| 14922 | 3.01919e+06 |     0.136156    |
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| 14923 | 3.02097e+06 |     0.402895    |
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| 14924 | 3.02275e+06 |     0.252895    |
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| 14925 | 3.02453e+06 |     0.175515    |
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| 14926 | 3.02632e+06 |     0.159291    |
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| 14927 | 3.0281e+06  |     0.0963357   |
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| 14928 | 3.0014e+06  |     0.164511    |
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| 14929 | 3.00318e+06 |     0.304642    |
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| 14930 | 3.00496e+06 |     0.219146    |
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| 14931 | 3.00675e+06 |     0.553227    |
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| 14932 | 3.00853e+06 |     0.413144    |
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| 14933 | 3.01031e+06 |     0.335621    |
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| 14934 | 3.01209e+06 |     0.372645    |
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| 14935 | 3.01387e+06 |     0.214398    |
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| 14936 | 3.01566e+06 |     0.327851    |
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| 14937 | 3.01744e+06 |     0.227664    |
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| 14938 | 3.01922e+06 |     0.495845    |
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| 14939 | 3.021e+06   |     0.434053    |
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| 14940 | 3.02278e+06 |     0.376573    |
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| 14941 | 3.02457e+06 |     0.391067    |
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| 14942 | 3.02635e+06 |     0.225455    |
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| 14943 | 3.02813e+06 |     0.33725     |
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| 14944 | 3.00143e+06 |    -0.0292454   |
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| 14945 | 3.00322e+06 |    -0.0538194   |
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| 14946 | 3.005e+06   |     0.151785    |
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| 14947 | 3.00678e+06 |    -0.0241419   |
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| 14948 | 3.00856e+06 |     0.0393992   |
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| 14949 | 3.01034e+06 |    -0.106303    |
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| 14950 | 3.01212e+06 |    -0.109024    |
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| 14951 | 3.01391e+06 |    -0.120361    |
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| 14952 | 3.01569e+06 |    -0.0621633   |
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| 14953 | 3.01747e+06 |     0.148711    |
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| 14954 | 3.01925e+06 |    -0.0335374   |
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| 14955 | 3.02104e+06 |    -0.099658    |
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| 14956 | 3.02282e+06 |    -0.16296     |
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| 14957 | 3.0246e+06  |    -0.134706    |
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| 14958 | 3.02638e+06 |    -0.132241    |
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| 14959 | 3.02816e+06 |    -0.0865519   |
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| 14960 | 3.00147e+06 |     0.10382     |
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| 14961 | 3.00325e+06 |     0.400804    |
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| 14962 | 3.00503e+06 |     0.208509    |
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| 14963 | 3.00681e+06 |     0.266856    |
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| 14964 | 3.00859e+06 |     0.452099    |
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| 14965 | 3.01038e+06 |     0.218718    |
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| 14966 | 3.01216e+06 |     0.160656    |
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| 14967 | 3.01394e+06 |     0.104488    |
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| 14968 | 3.01572e+06 |     0.399162    |
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| 14969 | 3.0175e+06  |     0.20906     |
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| 14970 | 3.01929e+06 |     0.265835    |
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| 14971 | 3.02107e+06 |     0.452158    |
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| 14972 | 3.02285e+06 |     0.21804     |
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| 14973 | 3.02463e+06 |     0.160482    |
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| 14974 | 3.02641e+06 |     0.103971    |
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| 14975 | 3.0282e+06  |     0.398879    |
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| 14976 | 3.0015e+06  |     0.315786    |
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| 14977 | 3.00328e+06 |     0.466261    |
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| 14978 | 3.00506e+06 |     0.277131    |
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| 14979 | 3.00684e+06 |     0.451533    |
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| 14980 | 3.00863e+06 |     0.363443    |
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| 14981 | 3.01041e+06 |     0.347747    |
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| 14982 | 3.01219e+06 |     0.394231    |
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| 14983 | 3.01397e+06 |     0.269592    |
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| 14984 | 3.01576e+06 |     0.407954    |
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| 14985 | 3.01754e+06 |     0.261372    |
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| 14986 | 3.01932e+06 |     0.460573    |
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| 14987 | 3.0211e+06  |     0.375689    |
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| 14988 | 3.02288e+06 |     0.356015    |
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| 14989 | 3.02466e+06 |     0.399712    |
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| 14990 | 3.02645e+06 |     0.274532    |
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| 14991 | 3.02823e+06 |     0.413246    |
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| 14992 | 3.00153e+06 |     0.453775    |
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| 14993 | 3.00331e+06 |     0.367685    |
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| 14994 | 3.0051e+06  |     0.374893    |
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| 14995 | 3.00688e+06 |     0.5926      |
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| 15524 | 3.00975e+06 |     0.312173    |
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| 15525 | 3.01153e+06 |     0.077847    |
+-------+-------------+-----------------+
| 15526 | 3.01331e+06 |    -0.0211382   |
+-------+-------------+-----------------+
| 15527 | 3.0151e+06  |     0.202537    |
+-------+-------------+-----------------+
| 15528 | 3.01688e+06 |     0.0299137   |
+-------+-------------+-----------------+
| 15529 | 3.01866e+06 |     0.336466    |
+-------+-------------+-----------------+
| 15530 | 3.02044e+06 |     0.611783    |
+-------+-------------+-----------------+
| 15531 | 3.02222e+06 |     0.14263     |
+-------+-------------+-----------------+
| 15532 | 3.024e+06   |    -0.0823358   |
+-------+-------------+-----------------+
| 15533 | 3.02579e+06 |    -0.10899     |
+-------+-------------+-----------------+
| 15534 | 3.02757e+06 |     0.153407    |
+-------+-------------+-----------------+
| 15535 | 3.02935e+06 |    -0.0223277   |
+-------+-------------+-----------------+
| 15536 | 3.00265e+06 |    -0.0977021   |
+-------+-------------+-----------------+
| 15537 | 3.00444e+06 |    -0.215483    |
+-------+-------------+-----------------+
| 15538 | 3.00622e+06 |    -0.0173643   |
+-------+-------------+-----------------+
| 15539 | 3.008e+06   |     0.0634538   |
+-------+-------------+-----------------+
| 15540 | 3.00978e+06 |    -0.0133648   |
+-------+-------------+-----------------+
| 15541 | 3.01156e+06 |    -0.245823    |
+-------+-------------+-----------------+
| 15542 | 3.01335e+06 |    -0.122973    |
+-------+-------------+-----------------+
| 15543 | 3.01513e+06 |    -0.138953    |
+-------+-------------+-----------------+
| 15544 | 3.01691e+06 |    -0.231951    |
+-------+-------------+-----------------+
| 15545 | 3.01869e+06 |    -0.130531    |
+-------+-------------+-----------------+
| 15546 | 3.02047e+06 |     0.0188293   |
+-------+-------------+-----------------+
| 15547 | 3.02226e+06 |     0.00300524  |
+-------+-------------+-----------------+
| 15548 | 3.02404e+06 |    -0.177406    |
+-------+-------------+-----------------+
| 15549 | 3.02582e+06 |    -0.128268    |
+-------+-------------+-----------------+
| 15550 | 3.0276e+06  |    -0.141982    |
+-------+-------------+-----------------+
| 15551 | 3.02938e+06 |    -0.240627    |
+-------+-------------+-----------------+
| 15552 | 3.00091e+06 |   196.728       |
+-------+-------------+-----------------+
| 15553 | 3.00269e+06 |   160.285       |
+-------+-------------+-----------------+
| 15554 | 3.00447e+06 |   160.539       |
+-------+-------------+-----------------+
| 15555 | 3.00625e+06 |   179.927       |
+-------+-------------+-----------------+
| 15556 | 3.00803e+06 |    89.5         |
+-------+-------------+-----------------+
| 15557 | 3.00982e+06 |   203.823       |
+-------+-------------+-----------------+
| 15558 | 3.0116e+06  |   194.293       |
+-------+-------------+-----------------+
| 15559 | 3.01338e+06 |   204.367       |
+-------+-------------+-----------------+
| 15560 | 3.01516e+06 |   155.794       |
+-------+-------------+-----------------+
| 15561 | 3.01694e+06 |   162.376       |
+-------+-------------+-----------------+
| 15562 | 3.01873e+06 |   174.433       |
+-------+-------------+-----------------+
| 15563 | 3.02051e+06 |    93.3867      |
+-------+-------------+-----------------+
| 15564 | 3.02229e+06 |   198.695       |
+-------+-------------+-----------------+
| 15565 | 3.02407e+06 |   196.845       |
+-------+-------------+-----------------+
| 15566 | 3.02585e+06 |   200.082       |
+-------+-------------+-----------------+
| 15567 | 3.02764e+06 |   158.539       |
+-------+-------------+-----------------+
| 15568 | 3.00094e+06 |   174.42        |
+-------+-------------+-----------------+
| 15569 | 3.00272e+06 |   169.351       |
+-------+-------------+-----------------+
| 15570 | 3.0045e+06  |   161.944       |
+-------+-------------+-----------------+
| 15571 | 3.00628e+06 |   241.447       |
+-------+-------------+-----------------+
| 15572 | 3.00807e+06 |   214.533       |
+-------+-------------+-----------------+
| 15573 | 3.00985e+06 |   178.261       |
+-------+-------------+-----------------+
| 15574 | 3.01163e+06 |   176.861       |
+-------+-------------+-----------------+
| 15575 | 3.01341e+06 |   156.235       |
+-------+-------------+-----------------+
| 15576 | 3.0152e+06  |   157.953       |
+-------+-------------+-----------------+
| 15577 | 3.01698e+06 |   156.087       |
+-------+-------------+-----------------+
| 15578 | 3.01876e+06 |   237.547       |
+-------+-------------+-----------------+
| 15579 | 3.02054e+06 |   212.499       |
+-------+-------------+-----------------+
| 15580 | 3.02232e+06 |   177.272       |
+-------+-------------+-----------------+
| 15581 | 3.0241e+06  |   176.708       |
+-------+-------------+-----------------+
| 15582 | 3.02589e+06 |   156.144       |
+-------+-------------+-----------------+
| 15583 | 3.02767e+06 |   157.954       |
+-------+-------------+-----------------+
| 15584 | 3.00097e+06 |   512.6         |
+-------+-------------+-----------------+
| 15585 | 3.00275e+06 |   509.535       |
+-------+-------------+-----------------+
| 15586 | 3.00454e+06 |   508.55        |
+-------+-------------+-----------------+
| 15587 | 3.00632e+06 |   579.448       |
+-------+-------------+-----------------+
| 15588 | 3.0081e+06  |   639.243       |
+-------+-------------+-----------------+
| 15589 | 3.00988e+06 |   592.37        |
+-------+-------------+-----------------+
| 15590 | 3.01166e+06 |   551.311       |
+-------+-------------+-----------------+
| 15591 | 3.01345e+06 |   548.245       |
+-------+-------------+-----------------+
| 15592 | 3.01523e+06 |   518.789       |
+-------+-------------+-----------------+
| 15593 | 3.01701e+06 |   521.512       |
+-------+-------------+-----------------+
| 15594 | 3.01879e+06 |   585.264       |
+-------+-------------+-----------------+
| 15595 | 3.02057e+06 |   638.71        |
+-------+-------------+-----------------+
| 15596 | 3.02236e+06 |   607.735       |
+-------+-------------+-----------------+
| 15597 | 3.02414e+06 |   560.151       |
+-------+-------------+-----------------+
| 15598 | 3.02592e+06 |   553.654       |
+-------+-------------+-----------------+
| 15599 | 3.0277e+06  |   527.948       |
+-------+-------------+-----------------+
| 15600 | 3.001e+06   |   158.484       |
+-------+-------------+-----------------+
| 15601 | 3.00279e+06 |   146.045       |
+-------+-------------+-----------------+
| 15602 | 3.00457e+06 |   146.616       |
+-------+-------------+-----------------+
| 15603 | 3.00635e+06 |   200.611       |
+-------+-------------+-----------------+
| 15604 | 3.00813e+06 |   195.381       |
+-------+-------------+-----------------+
| 15605 | 3.00992e+06 |   173.9         |
+-------+-------------+-----------------+
| 15606 | 3.0117e+06  |   148.657       |
+-------+-------------+-----------------+
| 15607 | 3.01348e+06 |   152.853       |
+-------+-------------+-----------------+
| 15608 | 3.01526e+06 |   143.025       |
+-------+-------------+-----------------+
| 15609 | 3.01704e+06 |   145.948       |
+-------+-------------+-----------------+
| 15610 | 3.01882e+06 |   197.375       |
+-------+-------------+-----------------+
| 15611 | 3.02061e+06 |   188.648       |
+-------+-------------+-----------------+
| 15612 | 3.02239e+06 |   170.049       |
+-------+-------------+-----------------+
| 15613 | 3.02417e+06 |   149.842       |
+-------+-------------+-----------------+
| 15614 | 3.02595e+06 |   152.913       |
+-------+-------------+-----------------+
| 15615 | 3.02774e+06 |   142.977       |
+-------+-------------+-----------------+
| 15616 | 3.00104e+06 |   128.205       |
+-------+-------------+-----------------+
| 15617 | 3.00282e+06 |   128.789       |
+-------+-------------+-----------------+
| 15618 | 3.0046e+06  |   138.782       |
+-------+-------------+-----------------+
| 15619 | 3.00638e+06 |   212.417       |
+-------+-------------+-----------------+
| 15620 | 3.00817e+06 |   152.133       |
+-------+-------------+-----------------+
| 15621 | 3.00995e+06 |   148.916       |
+-------+-------------+-----------------+
| 15622 | 3.01173e+06 |   130.184       |
+-------+-------------+-----------------+
| 15623 | 3.01351e+06 |   131.068       |
+-------+-------------+-----------------+
| 15624 | 3.01529e+06 |   128.57        |
+-------+-------------+-----------------+
| 15625 | 3.01708e+06 |   141.135       |
+-------+-------------+-----------------+
| 15626 | 3.01886e+06 |   210.14        |
+-------+-------------+-----------------+
| 15627 | 3.02064e+06 |   149.786       |
+-------+-------------+-----------------+
| 15628 | 3.02242e+06 |   144.323       |
+-------+-------------+-----------------+
| 15629 | 3.0242e+06  |   133.936       |
+-------+-------------+-----------------+
| 15630 | 3.02599e+06 |   129.473       |
+-------+-------------+-----------------+
| 15631 | 3.02777e+06 |   130.12        |
+-------+-------------+-----------------+
| 15632 | 3.00107e+06 |   208.971       |
+-------+-------------+-----------------+
| 15633 | 3.00285e+06 |   189.222       |
+-------+-------------+-----------------+
| 15634 | 3.00464e+06 |   196.652       |
+-------+-------------+-----------------+
| 15635 | 3.00642e+06 |   321.713       |
+-------+-------------+-----------------+
| 15636 | 3.0082e+06  |   179.247       |
+-------+-------------+-----------------+
| 15637 | 3.00998e+06 |   236.337       |
+-------+-------------+-----------------+
| 15638 | 3.01176e+06 |   217.158       |
+-------+-------------+-----------------+
| 15639 | 3.01354e+06 |   191.477       |
+-------+-------------+-----------------+
| 15640 | 3.01533e+06 |   195.559       |
+-------+-------------+-----------------+
| 15641 | 3.01711e+06 |   187.351       |
+-------+-------------+-----------------+
| 15642 | 3.01889e+06 |   329.169       |
+-------+-------------+-----------------+
| 15643 | 3.02067e+06 |   172.727       |
+-------+-------------+-----------------+
| 15644 | 3.02246e+06 |   242.04        |
+-------+-------------+-----------------+
| 15645 | 3.02424e+06 |   210.842       |
+-------+-------------+-----------------+
| 15646 | 3.02602e+06 |   194.468       |
+-------+-------------+-----------------+
| 15647 | 3.0278e+06  |   190.847       |
+-------+-------------+-----------------+
| 15648 | 3.0011e+06  |   225.38        |
+-------+-------------+-----------------+
| 15649 | 3.00289e+06 |   213.853       |
+-------+-------------+-----------------+
| 15650 | 3.00467e+06 |   222.637       |
+-------+-------------+-----------------+
| 15651 | 3.00645e+06 |   266.804       |
+-------+-------------+-----------------+
| 15652 | 3.00823e+06 |   227.487       |
+-------+-------------+-----------------+
| 15653 | 3.01001e+06 |   267.927       |
+-------+-------------+-----------------+
| 15654 | 3.0118e+06  |   240.179       |
+-------+-------------+-----------------+
| 15655 | 3.01358e+06 |   229.303       |
+-------+-------------+-----------------+
| 15656 | 3.01536e+06 |   215.376       |
+-------+-------------+-----------------+
| 15657 | 3.01714e+06 |   223.266       |
+-------+-------------+-----------------+
| 15658 | 3.01892e+06 |   267.505       |
+-------+-------------+-----------------+
| 15659 | 3.02071e+06 |   228.349       |
+-------+-------------+-----------------+
| 15660 | 3.02249e+06 |   269.051       |
+-------+-------------+-----------------+
| 15661 | 3.02427e+06 |   240.828       |
+-------+-------------+-----------------+
| 15662 | 3.02605e+06 |   230.047       |
+-------+-------------+-----------------+
| 15663 | 3.02783e+06 |   216.144       |
+-------+-------------+-----------------+
| 15664 | 3.00114e+06 |   175.893       |
+-------+-------------+-----------------+
| 15665 | 3.00292e+06 |   181.694       |
+-------+-------------+-----------------+
| 15666 | 3.0047e+06  |   178.56        |
+-------+-------------+-----------------+
| 15667 | 3.00648e+06 |   223.049       |
+-------+-------------+-----------------+
| 15668 | 3.00826e+06 |   275.518       |
+-------+-------------+-----------------+
| 15669 | 3.01005e+06 |   187.928       |
+-------+-------------+-----------------+
| 15670 | 3.01183e+06 |   165.026       |
+-------+-------------+-----------------+
| 15671 | 3.01361e+06 |   175.211       |
+-------+-------------+-----------------+
| 15672 | 3.01539e+06 |   183.21        |
+-------+-------------+-----------------+
| 15673 | 3.01718e+06 |   178.942       |
+-------+-------------+-----------------+
| 15674 | 3.01896e+06 |   224.14        |
+-------+-------------+-----------------+
| 15675 | 3.02074e+06 |   275.857       |
+-------+-------------+-----------------+
| 15676 | 3.02252e+06 |   188.843       |
+-------+-------------+-----------------+
| 15677 | 3.0243e+06  |   165.554       |
+-------+-------------+-----------------+
| 15678 | 3.02608e+06 |   176.024       |
+-------+-------------+-----------------+
| 15679 | 3.02787e+06 |   183.826       |
+-------+-------------+-----------------+
| 15680 | 3.00117e+06 |   245.657       |
+-------+-------------+-----------------+
| 15681 | 3.00295e+06 |   231.67        |
+-------+-------------+-----------------+
| 15682 | 3.00473e+06 |   247.639       |
+-------+-------------+-----------------+
| 15683 | 3.00652e+06 |   379.831       |
+-------+-------------+-----------------+
| 15684 | 3.0083e+06  |   420.014       |
+-------+-------------+-----------------+
| 15685 | 3.01008e+06 |   298.972       |
+-------+-------------+-----------------+
| 15686 | 3.01186e+06 |   270.406       |
+-------+-------------+-----------------+
| 15687 | 3.01364e+06 |   243.056       |
+-------+-------------+-----------------+
| 15688 | 3.01543e+06 |   232.067       |
+-------+-------------+-----------------+
| 15689 | 3.01721e+06 |   248.351       |
+-------+-------------+-----------------+
| 15690 | 3.01899e+06 |   375.966       |
+-------+-------------+-----------------+
| 15691 | 3.02077e+06 |   413.178       |
+-------+-------------+-----------------+
| 15692 | 3.02255e+06 |   296.248       |
+-------+-------------+-----------------+
| 15693 | 3.02434e+06 |   269.65        |
+-------+-------------+-----------------+
| 15694 | 3.02612e+06 |   241.146       |
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| 15695 | 3.0279e+06  |   229.695       |
+-------+-------------+-----------------+
| 15696 | 3.0012e+06  |   146.149       |
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| 15697 | 3.00298e+06 |   156.615       |
+-------+-------------+-----------------+
| 15698 | 3.00477e+06 |   154.6         |
+-------+-------------+-----------------+
| 15699 | 3.00655e+06 |   247.06        |
+-------+-------------+-----------------+
| 15700 | 3.00833e+06 |   269.532       |
+-------+-------------+-----------------+
| 15701 | 3.01011e+06 |   168.929       |
+-------+-------------+-----------------+
| 15702 | 3.0119e+06  |   172.756       |
+-------+-------------+-----------------+
| 15703 | 3.01368e+06 |   147.896       |
+-------+-------------+-----------------+
| 15704 | 3.01546e+06 |   153.93        |
+-------+-------------+-----------------+
| 15705 | 3.01724e+06 |   157.785       |
+-------+-------------+-----------------+
| 15706 | 3.01902e+06 |   248.175       |
+-------+-------------+-----------------+
| 15707 | 3.0208e+06  |   274.381       |
+-------+-------------+-----------------+
| 15708 | 3.02259e+06 |   160.893       |
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| 15709 | 3.02437e+06 |   175.129       |
+-------+-------------+-----------------+
| 15710 | 3.02615e+06 |   143.154       |
+-------+-------------+-----------------+
| 15711 | 3.02793e+06 |   158.452       |
+-------+-------------+-----------------+
| 15712 | 3.00124e+06 |   201.309       |
+-------+-------------+-----------------+
| 15713 | 3.00302e+06 |   188.87        |
+-------+-------------+-----------------+
| 15714 | 3.0048e+06  |   202.759       |
+-------+-------------+-----------------+
| 15715 | 3.00658e+06 |   333.491       |
+-------+-------------+-----------------+
| 15716 | 3.00836e+06 |   201.097       |
+-------+-------------+-----------------+
| 15717 | 3.01015e+06 |   194.751       |
+-------+-------------+-----------------+
| 15718 | 3.01193e+06 |   183.953       |
+-------+-------------+-----------------+
| 15719 | 3.01371e+06 |   187.091       |
+-------+-------------+-----------------+
| 15720 | 3.01549e+06 |   180.065       |
+-------+-------------+-----------------+
| 15721 | 3.01727e+06 |   199.186       |
+-------+-------------+-----------------+
| 15722 | 3.01906e+06 |   333.206       |
+-------+-------------+-----------------+
| 15723 | 3.02084e+06 |   201.346       |
+-------+-------------+-----------------+
| 15724 | 3.02262e+06 |   194.792       |
+-------+-------------+-----------------+
| 15725 | 3.0244e+06  |   183.102       |
+-------+-------------+-----------------+
| 15726 | 3.02618e+06 |   187.022       |
+-------+-------------+-----------------+
| 15727 | 3.02797e+06 |   180.168       |
+-------+-------------+-----------------+
| 15728 | 3.00127e+06 |   236.459       |
+-------+-------------+-----------------+
| 15729 | 3.00305e+06 |   231.228       |
+-------+-------------+-----------------+
| 15730 | 3.00483e+06 |   252.67        |
+-------+-------------+-----------------+
| 15731 | 3.00662e+06 |   326.845       |
+-------+-------------+-----------------+
| 15732 | 3.0084e+06  |   342.221       |
+-------+-------------+-----------------+
| 15733 | 3.01018e+06 |   243.54        |
+-------+-------------+-----------------+
| 15734 | 3.01196e+06 |   232.867       |
+-------+-------------+-----------------+
| 15735 | 3.01374e+06 |   244.382       |
+-------+-------------+-----------------+
| 15736 | 3.01552e+06 |   229.655       |
+-------+-------------+-----------------+
| 15737 | 3.01731e+06 |   251.266       |
+-------+-------------+-----------------+
| 15738 | 3.01909e+06 |   325.123       |
+-------+-------------+-----------------+
| 15739 | 3.02087e+06 |   340.511       |
+-------+-------------+-----------------+
| 15740 | 3.02265e+06 |   241.827       |
+-------+-------------+-----------------+
| 15741 | 3.02444e+06 |   231.152       |
+-------+-------------+-----------------+
| 15742 | 3.02622e+06 |   242.665       |
+-------+-------------+-----------------+
| 15743 | 3.028e+06   |   227.941       |
+-------+-------------+-----------------+
| 15744 | 3.0013e+06  |   260.948       |
+-------+-------------+-----------------+
| 15745 | 3.00308e+06 |   281.012       |
+-------+-------------+-----------------+
| 15746 | 3.00487e+06 |   247.134       |
+-------+-------------+-----------------+
| 15747 | 3.00665e+06 |   474.707       |
+-------+-------------+-----------------+
| 15748 | 3.00843e+06 |   559.348       |
+-------+-------------+-----------------+
| 15749 | 3.01021e+06 |   254.624       |
+-------+-------------+-----------------+
| 15750 | 3.01199e+06 |   270.193       |
+-------+-------------+-----------------+
| 15751 | 3.01378e+06 |   265.769       |
+-------+-------------+-----------------+
| 15752 | 3.01556e+06 |   286.28        |
+-------+-------------+-----------------+
| 15753 | 3.01734e+06 |   266.917       |
+-------+-------------+-----------------+
| 15754 | 3.01912e+06 |   449.3         |
+-------+-------------+-----------------+
| 15755 | 3.0209e+06  |   543.532       |
+-------+-------------+-----------------+
| 15756 | 3.02269e+06 |   262.135       |
+-------+-------------+-----------------+
| 15757 | 3.02447e+06 |   270.646       |
+-------+-------------+-----------------+
| 15758 | 3.02625e+06 |   261.608       |
+-------+-------------+-----------------+
| 15759 | 3.02803e+06 |   287.186       |
+-------+-------------+-----------------+
| 15760 | 3.00134e+06 |   211.32        |
+-------+-------------+-----------------+
| 15761 | 3.00312e+06 |   216.351       |
+-------+-------------+-----------------+
| 15762 | 3.0049e+06  |   220.418       |
+-------+-------------+-----------------+
| 15763 | 3.00668e+06 |   340.448       |
+-------+-------------+-----------------+
| 15764 | 3.00846e+06 |   400.289       |
+-------+-------------+-----------------+
| 15765 | 3.01024e+06 |   232.288       |
+-------+-------------+-----------------+
| 15766 | 3.01203e+06 |   234.589       |
+-------+-------------+-----------------+
| 15767 | 3.01381e+06 |   219.895       |
+-------+-------------+-----------------+
| 15768 | 3.01559e+06 |   219.822       |
+-------+-------------+-----------------+
| 15769 | 3.01737e+06 |   221.715       |
+-------+-------------+-----------------+
| 15770 | 3.01916e+06 |   341.492       |
+-------+-------------+-----------------+
| 15771 | 3.02094e+06 |   399.978       |
+-------+-------------+-----------------+
| 15772 | 3.02272e+06 |   231.735       |
+-------+-------------+-----------------+
| 15773 | 3.0245e+06  |   234.04        |
+-------+-------------+-----------------+
| 15774 | 3.02628e+06 |   219.097       |
+-------+-------------+-----------------+
| 15775 | 3.02806e+06 |   218.92        |
+-------+-------------+-----------------+
| 15776 | 3.00137e+06 |   173.519       |
+-------+-------------+-----------------+
| 15777 | 3.00315e+06 |   164.226       |
+-------+-------------+-----------------+
| 15778 | 3.00493e+06 |   175.616       |
+-------+-------------+-----------------+
| 15779 | 3.00671e+06 |   213.914       |
+-------+-------------+-----------------+
| 15780 | 3.0085e+06  |   223.357       |
+-------+-------------+-----------------+
| 15781 | 3.01028e+06 |   200.072       |
+-------+-------------+-----------------+
| 15782 | 3.01206e+06 |   182.561       |
+-------+-------------+-----------------+
| 15783 | 3.01384e+06 |   179.941       |
+-------+-------------+-----------------+
| 15784 | 3.01562e+06 |   169.255       |
+-------+-------------+-----------------+
| 15785 | 3.01741e+06 |   179.415       |
+-------+-------------+-----------------+
| 15786 | 3.01919e+06 |   216.657       |
+-------+-------------+-----------------+
| 15787 | 3.02097e+06 |   225.354       |
+-------+-------------+-----------------+
| 15788 | 3.02275e+06 |   201.882       |
+-------+-------------+-----------------+
| 15789 | 3.02453e+06 |   184.013       |
+-------+-------------+-----------------+
| 15790 | 3.02632e+06 |   181.2         |
+-------+-------------+-----------------+
| 15791 | 3.0281e+06  |   170.365       |
+-------+-------------+-----------------+
| 15792 | 3.0014e+06  |   134.107       |
+-------+-------------+-----------------+
| 15793 | 3.00318e+06 |   123.587       |
+-------+-------------+-----------------+
| 15794 | 3.00496e+06 |   128.576       |
+-------+-------------+-----------------+
| 15795 | 3.00675e+06 |   152.301       |
+-------+-------------+-----------------+
| 15796 | 3.00853e+06 |   162.369       |
+-------+-------------+-----------------+
| 15797 | 3.01031e+06 |   136.647       |
+-------+-------------+-----------------+
| 15798 | 3.01209e+06 |   127.797       |
+-------+-------------+-----------------+
| 15799 | 3.01388e+06 |   134.12        |
+-------+-------------+-----------------+
| 15800 | 3.01566e+06 |   123.658       |
+-------+-------------+-----------------+
| 15801 | 3.01744e+06 |   128.633       |
+-------+-------------+-----------------+
| 15802 | 3.01922e+06 |   152.352       |
+-------+-------------+-----------------+
| 15803 | 3.021e+06   |   162.413       |
+-------+-------------+-----------------+
| 15804 | 3.02278e+06 |   136.708       |
+-------+-------------+-----------------+
| 15805 | 3.02457e+06 |   127.849       |
+-------+-------------+-----------------+
| 15806 | 3.02635e+06 |   134.174       |
+-------+-------------+-----------------+
| 15807 | 3.02813e+06 |   123.712       |
+-------+-------------+-----------------+
| 15808 | 3.00143e+06 |   282.749       |
+-------+-------------+-----------------+
| 15809 | 3.00322e+06 |   240.837       |
+-------+-------------+-----------------+
| 15810 | 3.005e+06   |   279.162       |
+-------+-------------+-----------------+
| 15811 | 3.00678e+06 |   324.502       |
+-------+-------------+-----------------+
| 15812 | 3.00856e+06 |   260.251       |
+-------+-------------+-----------------+
| 15813 | 3.01034e+06 |   253.884       |
+-------+-------------+-----------------+
| 15814 | 3.01213e+06 |   241.726       |
+-------+-------------+-----------------+
| 15815 | 3.01391e+06 |   280.673       |
+-------+-------------+-----------------+
| 15816 | 3.01569e+06 |   241.779       |
+-------+-------------+-----------------+
| 15817 | 3.01747e+06 |   277.763       |
+-------+-------------+-----------------+
| 15818 | 3.01925e+06 |   323.671       |
+-------+-------------+-----------------+
| 15819 | 3.02104e+06 |   259.584       |
+-------+-------------+-----------------+
| 15820 | 3.02282e+06 |   253.227       |
+-------+-------------+-----------------+
| 15821 | 3.0246e+06  |   241.067       |
+-------+-------------+-----------------+
| 15822 | 3.02638e+06 |   279.979       |
+-------+-------------+-----------------+
| 15823 | 3.02816e+06 |   241.075       |
+-------+-------------+-----------------+
| 15824 | 3.00147e+06 |    97.6182      |
+-------+-------------+-----------------+
| 15825 | 3.00325e+06 |    91.9833      |
+-------+-------------+-----------------+
| 15826 | 3.00503e+06 |   121.107       |
+-------+-------------+-----------------+
| 15827 | 3.00681e+06 |   126.878       |
+-------+-------------+-----------------+
| 15828 | 3.0086e+06  |   101.047       |
+-------+-------------+-----------------+
| 15829 | 3.01038e+06 |    76.0398      |
+-------+-------------+-----------------+
| 15830 | 3.01216e+06 |    72.5578      |
+-------+-------------+-----------------+
| 15831 | 3.01394e+06 |    95.9661      |
+-------+-------------+-----------------+
| 15832 | 3.01572e+06 |    91.4027      |
+-------+-------------+-----------------+
| 15833 | 3.0175e+06  |   122.695       |
+-------+-------------+-----------------+
| 15834 | 3.01929e+06 |   125.867       |
+-------+-------------+-----------------+
| 15835 | 3.02107e+06 |   100.205       |
+-------+-------------+-----------------+
| 15836 | 3.02285e+06 |    75.5381      |
+-------+-------------+-----------------+
| 15837 | 3.02463e+06 |    71.977       |
+-------+-------------+-----------------+
| 15838 | 3.02642e+06 |    95.3447      |
+-------+-------------+-----------------+
| 15839 | 3.0282e+06  |    90.7584      |
+-------+-------------+-----------------+
| 15840 | 3.0015e+06  |    86.6708      |
+-------+-------------+-----------------+
| 15841 | 3.00328e+06 |    82.9643      |
+-------+-------------+-----------------+
| 15842 | 3.00506e+06 |    89.5645      |
+-------+-------------+-----------------+
| 15843 | 3.00685e+06 |   112.721       |
+-------+-------------+-----------------+
| 15844 | 3.00863e+06 |   128.74        |
+-------+-------------+-----------------+
| 15845 | 3.01041e+06 |    85.6903      |
+-------+-------------+-----------------+
| 15846 | 3.01219e+06 |    74.6909      |
+-------+-------------+-----------------+
| 15847 | 3.01397e+06 |    83.6208      |
+-------+-------------+-----------------+
| 15848 | 3.01576e+06 |    82.7103      |
+-------+-------------+-----------------+
| 15849 | 3.01754e+06 |    89.2801      |
+-------+-------------+-----------------+
| 15850 | 3.01932e+06 |   112.714       |
+-------+-------------+-----------------+
| 15851 | 3.0211e+06  |   128.507       |
+-------+-------------+-----------------+
| 15852 | 3.02288e+06 |    85.6174      |
+-------+-------------+-----------------+
| 15853 | 3.02467e+06 |    74.6905      |
+-------+-------------+-----------------+
| 15854 | 3.02645e+06 |    83.746       |
+-------+-------------+-----------------+
| 15855 | 3.02823e+06 |    82.6638      |
+-------+-------------+-----------------+
| 15856 | 3.00153e+06 |   221.315       |
+-------+-------------+-----------------+
| 15857 | 3.00332e+06 |   197.709       |
+-------+-------------+-----------------+
| 15858 | 3.0051e+06  |   220.579       |
+-------+-------------+-----------------+
| 15859 | 3.00688e+06 |   286.199       |
+-------+-------------+-----------------+
| 15860 | 3.00866e+06 |   339.702       |
+-------+-------------+-----------------+
| 15861 | 3.01044e+06 |   234.063       |
+-------+-------------+-----------------+
| 15862 | 3.01222e+06 |   202.185       |
+-------+-------------+-----------------+
| 15863 | 3.01401e+06 |   222.581       |
+-------+-------------+-----------------+
| 15864 | 3.01579e+06 |   196.878       |
+-------+-------------+-----------------+
| 15865 | 3.01757e+06 |   221.202       |
+-------+-------------+-----------------+
| 15866 | 3.01935e+06 |   283.454       |
+-------+-------------+-----------------+
| 15867 | 3.02114e+06 |   338.111       |
+-------+-------------+-----------------+
| 15868 | 3.02292e+06 |   233.577       |
+-------+-------------+-----------------+
| 15869 | 3.0247e+06  |   201.265       |
+-------+-------------+-----------------+
| 15870 | 3.02648e+06 |   221.981       |
+-------+-------------+-----------------+
| 15871 | 3.02826e+06 |   196.344       |
+-------+-------------+-----------------+
| 15872 | 3.00157e+06 |   228.299       |
+-------+-------------+-----------------+
| 15873 | 3.00335e+06 |   251.874       |
+-------+-------------+-----------------+
| 15874 | 3.00513e+06 |   229.154       |
+-------+-------------+-----------------+
| 15875 | 3.00691e+06 |   359.835       |
+-------+-------------+-----------------+
| 15876 | 3.00869e+06 |   435.421       |
+-------+-------------+-----------------+
| 15877 | 3.01048e+06 |   243.331       |
+-------+-------------+-----------------+
| 15878 | 3.01226e+06 |   249.705       |
+-------+-------------+-----------------+
| 15879 | 3.01404e+06 |   218.661       |
+-------+-------------+-----------------+
| 15880 | 3.01582e+06 |   247.25        |
+-------+-------------+-----------------+
| 15881 | 3.0176e+06  |   240.727       |
+-------+-------------+-----------------+
| 15882 | 3.01939e+06 |   354.4         |
+-------+-------------+-----------------+
| 15883 | 3.02117e+06 |   430.425       |
+-------+-------------+-----------------+
| 15884 | 3.02295e+06 |   235.459       |
+-------+-------------+-----------------+
| 15885 | 3.02473e+06 |   253.495       |
+-------+-------------+-----------------+
| 15886 | 3.02651e+06 |   218.746       |
+-------+-------------+-----------------+
| 15887 | 3.0283e+06  |   247.677       |
+-------+-------------+-----------------+
| 15888 | 3.0016e+06  |   168.539       |
+-------+-------------+-----------------+
| 15889 | 3.00338e+06 |   181.899       |
+-------+-------------+-----------------+
| 15890 | 3.00516e+06 |   178.02        |
+-------+-------------+-----------------+
| 15891 | 3.00694e+06 |   270.118       |
+-------+-------------+-----------------+
| 15892 | 3.00873e+06 |   347.334       |
+-------+-------------+-----------------+
| 15893 | 3.01051e+06 |   170.144       |
+-------+-------------+-----------------+
| 15894 | 3.01229e+06 |   185.89        |
+-------+-------------+-----------------+
| 15895 | 3.01407e+06 |   161.523       |
+-------+-------------+-----------------+
| 15896 | 3.01586e+06 |   183.293       |
+-------+-------------+-----------------+
| 15897 | 3.01764e+06 |   185.877       |
+-------+-------------+-----------------+
| 15898 | 3.01942e+06 |   260.168       |
+-------+-------------+-----------------+
| 15899 | 3.0212e+06  |   337.435       |
+-------+-------------+-----------------+
| 15900 | 3.02298e+06 |   176.193       |
+-------+-------------+-----------------+
| 15901 | 3.02476e+06 |   191.411       |
+-------+-------------+-----------------+
| 15902 | 3.02655e+06 |   159.462       |
+-------+-------------+-----------------+
| 15903 | 3.02833e+06 |   179.614       |
+-------+-------------+-----------------+
| 15904 | 3.00163e+06 |   516.07        |
+-------+-------------+-----------------+
| 15905 | 3.00341e+06 |   441.877       |
+-------+-------------+-----------------+
| 15906 | 3.0052e+06  |   538.287       |
+-------+-------------+-----------------+
| 15907 | 3.00698e+06 |   701.984       |
+-------+-------------+-----------------+
| 15908 | 3.00876e+06 |   718.002       |
+-------+-------------+-----------------+
| 15909 | 3.01054e+06 |   471.856       |
+-------+-------------+-----------------+
| 15910 | 3.01232e+06 |   448.977       |
+-------+-------------+-----------------+
| 15911 | 3.01411e+06 |   512.337       |
+-------+-------------+-----------------+
| 15912 | 3.01589e+06 |   441.169       |
+-------+-------------+-----------------+
| 15913 | 3.01767e+06 |   539.138       |
+-------+-------------+-----------------+
| 15914 | 3.01945e+06 |   697.588       |
+-------+-------------+-----------------+
| 15915 | 3.02123e+06 |   713.916       |
+-------+-------------+-----------------+
| 15916 | 3.02302e+06 |   471.513       |
+-------+-------------+-----------------+
| 15917 | 3.0248e+06  |   448.671       |
+-------+-------------+-----------------+
| 15918 | 3.02658e+06 |   511.615       |
+-------+-------------+-----------------+
| 15919 | 3.02836e+06 |   440.331       |
+-------+-------------+-----------------+
| 15920 | 3.00166e+06 |   129.145       |
+-------+-------------+-----------------+
| 15921 | 3.00345e+06 |   193.583       |
+-------+-------------+-----------------+
| 15922 | 3.00523e+06 |   130.518       |
+-------+-------------+-----------------+
| 15923 | 3.00701e+06 |   198.976       |
+-------+-------------+-----------------+
| 15924 | 3.00879e+06 |   150.711       |
+-------+-------------+-----------------+
| 15925 | 3.01058e+06 |   157.735       |
+-------+-------------+-----------------+
| 15926 | 3.01236e+06 |   162.372       |
+-------+-------------+-----------------+
| 15927 | 3.01414e+06 |   158.13        |
+-------+-------------+-----------------+
| 15928 | 3.01592e+06 |   166.662       |
+-------+-------------+-----------------+
| 15929 | 3.0177e+06  |   155.793       |
+-------+-------------+-----------------+
| 15930 | 3.01948e+06 |   182.546       |
+-------+-------------+-----------------+
| 15931 | 3.02127e+06 |   166.386       |
+-------+-------------+-----------------+
| 15932 | 3.02305e+06 |   148.438       |
+-------+-------------+-----------------+
| 15933 | 3.02483e+06 |   172.088       |
+-------+-------------+-----------------+
| 15934 | 3.02661e+06 |   153.367       |
+-------+-------------+-----------------+
| 15935 | 3.0284e+06  |   173.189       |
+-------+-------------+-----------------+
| 15936 | 3.0017e+06  |   234.784       |
+-------+-------------+-----------------+
| 15937 | 3.00348e+06 |   270.039       |
+-------+-------------+-----------------+
| 15938 | 3.00526e+06 |   288.724       |
+-------+-------------+-----------------+
| 15939 | 3.00704e+06 |   371.523       |
+-------+-------------+-----------------+
| 15940 | 3.00883e+06 |   403.421       |
+-------+-------------+-----------------+
| 15941 | 3.01061e+06 |   260.374       |
+-------+-------------+-----------------+
| 15942 | 3.01239e+06 |   250.172       |
+-------+-------------+-----------------+
| 15943 | 3.01417e+06 |   234.74        |
+-------+-------------+-----------------+
| 15944 | 3.01595e+06 |   273.227       |
+-------+-------------+-----------------+
| 15945 | 3.01774e+06 |   289.675       |
+-------+-------------+-----------------+
| 15946 | 3.01952e+06 |   367.542       |
+-------+-------------+-----------------+
| 15947 | 3.0213e+06  |   403.027       |
+-------+-------------+-----------------+
| 15948 | 3.02308e+06 |   260.202       |
+-------+-------------+-----------------+
| 15949 | 3.02486e+06 |   252.228       |
+-------+-------------+-----------------+
| 15950 | 3.02665e+06 |   234.383       |
+-------+-------------+-----------------+
| 15951 | 3.02843e+06 |   273.49        |
+-------+-------------+-----------------+
| 15952 | 3.00173e+06 |    78.2345      |
+-------+-------------+-----------------+
| 15953 | 3.00351e+06 |    83.8139      |
+-------+-------------+-----------------+
| 15954 | 3.0053e+06  |    82.304       |
+-------+-------------+-----------------+
| 15955 | 3.00708e+06 |   110.867       |
+-------+-------------+-----------------+
| 15956 | 3.00886e+06 |   101.918       |
+-------+-------------+-----------------+
| 15957 | 3.01064e+06 |    91.772       |
+-------+-------------+-----------------+
| 15958 | 3.01242e+06 |    81.3981      |
+-------+-------------+-----------------+
| 15959 | 3.0142e+06  |    78.3686      |
+-------+-------------+-----------------+
| 15960 | 3.01599e+06 |    83.7255      |
+-------+-------------+-----------------+
| 15961 | 3.01777e+06 |    82.3654      |
+-------+-------------+-----------------+
| 15962 | 3.01955e+06 |   110.728       |
+-------+-------------+-----------------+
| 15963 | 3.02133e+06 |   101.925       |
+-------+-------------+-----------------+
| 15964 | 3.02312e+06 |    91.7185      |
+-------+-------------+-----------------+
| 15965 | 3.0249e+06  |    81.4065      |
+-------+-------------+-----------------+
| 15966 | 3.02668e+06 |    78.282       |
+-------+-------------+-----------------+
| 15967 | 3.02846e+06 |    83.7263      |
+-------+-------------+-----------------+
| 15968 | 3.00176e+06 |   189.153       |
+-------+-------------+-----------------+
| 15969 | 3.00355e+06 |   202.359       |
+-------+-------------+-----------------+
| 15970 | 3.00533e+06 |   216.979       |
+-------+-------------+-----------------+
| 15971 | 3.00711e+06 |   318.885       |
+-------+-------------+-----------------+
| 15972 | 3.00889e+06 |   312.986       |
+-------+-------------+-----------------+
| 15973 | 3.01067e+06 |   229.1         |
+-------+-------------+-----------------+
| 15974 | 3.01246e+06 |   211.384       |
+-------+-------------+-----------------+
| 15975 | 3.01424e+06 |   188.305       |
+-------+-------------+-----------------+
| 15976 | 3.01602e+06 |   207.111       |
+-------+-------------+-----------------+
| 15977 | 3.0178e+06  |   221.931       |
+-------+-------------+-----------------+
| 15978 | 3.01958e+06 |   341.141       |
+-------+-------------+-----------------+
| 15979 | 3.02137e+06 |   313.085       |
+-------+-------------+-----------------+
| 15980 | 3.02315e+06 |   231.637       |
+-------+-------------+-----------------+
| 15981 | 3.02493e+06 |   212.349       |
+-------+-------------+-----------------+
| 15982 | 3.02671e+06 |   193.403       |
+-------+-------------+-----------------+
| 15983 | 3.02849e+06 |   206.668       |
+-------+-------------+-----------------+
| 15984 | 3.0018e+06  |   214.196       |
+-------+-------------+-----------------+
| 15985 | 3.00358e+06 |   210.291       |
+-------+-------------+-----------------+
| 15986 | 3.00536e+06 |   238.664       |
+-------+-------------+-----------------+
| 15987 | 3.00714e+06 |   270.389       |
+-------+-------------+-----------------+
| 15988 | 3.00892e+06 |   234.919       |
+-------+-------------+-----------------+
| 15989 | 3.01071e+06 |   227.269       |
+-------+-------------+-----------------+
| 15990 | 3.01249e+06 |   204.369       |
+-------+-------------+-----------------+
| 15991 | 3.01427e+06 |   206.316       |
+-------+-------------+-----------------+
| 15992 | 3.01605e+06 |   209.553       |
+-------+-------------+-----------------+
| 15993 | 3.01784e+06 |   239.391       |
+-------+-------------+-----------------+
| 15994 | 3.01962e+06 |   263.444       |
+-------+-------------+-----------------+
| 15995 | 3.0214e+06  |   234.792       |
+-------+-------------+-----------------+
| 15996 | 3.02318e+06 |   227.462       |
+-------+-------------+-----------------+
| 15997 | 3.02496e+06 |   208.738       |
+-------+-------------+-----------------+
| 15998 | 3.02674e+06 |   207.783       |
+-------+-------------+-----------------+
| 15999 | 3.02853e+06 |   209.826       |
+-------+-------------+-----------------+
| 16000 | 3.00183e+06 |    86.059       |
+-------+-------------+-----------------+
| 16001 | 3.00361e+06 |    91.4824      |
+-------+-------------+-----------------+
| 16002 | 3.00539e+06 |    97.8896      |
+-------+-------------+-----------------+
| 16003 | 3.00718e+06 |   131.986       |
+-------+-------------+-----------------+
| 16004 | 3.00896e+06 |   116.053       |
+-------+-------------+-----------------+
| 16005 | 3.01074e+06 |   103.191       |
+-------+-------------+-----------------+
| 16006 | 3.01252e+06 |    85.2842      |
+-------+-------------+-----------------+
| 16007 | 3.0143e+06  |    85.8262      |
+-------+-------------+-----------------+
| 16008 | 3.01609e+06 |    90.3505      |
+-------+-------------+-----------------+
| 16009 | 3.01787e+06 |   103.502       |
+-------+-------------+-----------------+
| 16010 | 3.01965e+06 |   126.857       |
+-------+-------------+-----------------+
| 16011 | 3.02143e+06 |   115.644       |
+-------+-------------+-----------------+
| 16012 | 3.02321e+06 |   100.412       |
+-------+-------------+-----------------+
| 16013 | 3.025e+06   |    86.9405      |
+-------+-------------+-----------------+
| 16014 | 3.02678e+06 |    84.2206      |
+-------+-------------+-----------------+
| 16015 | 3.02856e+06 |    91.3959      |
+-------+-------------+-----------------+
| 16016 | 3.00186e+06 |   194.154       |
+-------+-------------+-----------------+
| 16017 | 3.00364e+06 |   193.091       |
+-------+-------------+-----------------+
| 16018 | 3.00543e+06 |   209.806       |
+-------+-------------+-----------------+
| 16019 | 3.00721e+06 |   248.389       |
+-------+-------------+-----------------+
| 16020 | 3.00899e+06 |   249.3         |
+-------+-------------+-----------------+
| 16021 | 3.01077e+06 |   206.44        |
+-------+-------------+-----------------+
| 16022 | 3.01256e+06 |   217.164       |
+-------+-------------+-----------------+
| 16023 | 3.01434e+06 |   185.657       |
+-------+-------------+-----------------+
| 16024 | 3.01612e+06 |   189.621       |
+-------+-------------+-----------------+
| 16025 | 3.0179e+06  |   208.787       |
+-------+-------------+-----------------+
| 16026 | 3.01968e+06 |   247.626       |
+-------+-------------+-----------------+
| 16027 | 3.02146e+06 |   249           |
+-------+-------------+-----------------+
| 16028 | 3.02325e+06 |   206.082       |
+-------+-------------+-----------------+
| 16029 | 3.02503e+06 |   216.956       |
+-------+-------------+-----------------+
| 16030 | 3.02681e+06 |   185.409       |
+-------+-------------+-----------------+
| 16031 | 3.02859e+06 |   189.36        |
+-------+-------------+-----------------+
| 16032 | 3.0019e+06  |   257.018       |
+-------+-------------+-----------------+
| 16033 | 3.00368e+06 |   217.196       |
+-------+-------------+-----------------+
| 16034 | 3.00546e+06 |   223.183       |
+-------+-------------+-----------------+
| 16035 | 3.00724e+06 |   280.028       |
+-------+-------------+-----------------+
| 16036 | 3.00902e+06 |   228.892       |
+-------+-------------+-----------------+
| 16037 | 3.01081e+06 |   240.263       |
+-------+-------------+-----------------+
| 16038 | 3.01259e+06 |   232.276       |
+-------+-------------+-----------------+
| 16039 | 3.01437e+06 |   250.855       |
+-------+-------------+-----------------+
| 16040 | 3.01615e+06 |   213.766       |
+-------+-------------+-----------------+
| 16041 | 3.01793e+06 |   220.762       |
+-------+-------------+-----------------+
| 16042 | 3.01972e+06 |   278.204       |
+-------+-------------+-----------------+
| 16043 | 3.0215e+06  |   227.43        |
+-------+-------------+-----------------+
| 16044 | 3.02328e+06 |   238.983       |
+-------+-------------+-----------------+
| 16045 | 3.02506e+06 |   231.149       |
+-------+-------------+-----------------+
| 16046 | 3.02684e+06 |   249.727       |
+-------+-------------+-----------------+
| 16047 | 3.02863e+06 |   212.638       |
+-------+-------------+-----------------+
| 16048 | 3.00193e+06 |   319.186       |
+-------+-------------+-----------------+
| 16049 | 3.00371e+06 |   296.725       |
+-------+-------------+-----------------+
| 16050 | 3.00549e+06 |   332.233       |
+-------+-------------+-----------------+
| 16051 | 3.00728e+06 |   496.691       |
+-------+-------------+-----------------+
| 16052 | 3.00906e+06 |   462.718       |
+-------+-------------+-----------------+
| 16053 | 3.01084e+06 |   288.336       |
+-------+-------------+-----------------+
| 16054 | 3.01262e+06 |   271.939       |
+-------+-------------+-----------------+
| 16055 | 3.0144e+06  |   317.352       |
+-------+-------------+-----------------+
| 16056 | 3.01618e+06 |   299.619       |
+-------+-------------+-----------------+
| 16057 | 3.01797e+06 |   334.16        |
+-------+-------------+-----------------+
| 16058 | 3.01975e+06 |   494.289       |
+-------+-------------+-----------------+
| 16059 | 3.02153e+06 |   461.002       |
+-------+-------------+-----------------+
| 16060 | 3.02331e+06 |   291.125       |
+-------+-------------+-----------------+
| 16061 | 3.0251e+06  |   274.33        |
+-------+-------------+-----------------+
| 16062 | 3.02688e+06 |   318.831       |
+-------+-------------+-----------------+
| 16063 | 3.02866e+06 |   300.922       |
+-------+-------------+-----------------+
| 16064 | 3.00196e+06 |   286.698       |
+-------+-------------+-----------------+
| 16065 | 3.00374e+06 |   308.513       |
+-------+-------------+-----------------+
| 16066 | 3.00553e+06 |   325.067       |
+-------+-------------+-----------------+
| 16067 | 3.00731e+06 |   432.19        |
+-------+-------------+-----------------+
| 16068 | 3.00909e+06 |   438.4         |
+-------+-------------+-----------------+
| 16069 | 3.01087e+06 |   342.683       |
+-------+-------------+-----------------+
| 16070 | 3.01265e+06 |   390.469       |
+-------+-------------+-----------------+
| 16071 | 3.01444e+06 |   295.574       |
+-------+-------------+-----------------+
| 16072 | 3.01622e+06 |   306.005       |
+-------+-------------+-----------------+
| 16073 | 3.018e+06   |   324.526       |
+-------+-------------+-----------------+
| 16074 | 3.01978e+06 |   430.401       |
+-------+-------------+-----------------+
| 16075 | 3.02156e+06 |   437.838       |
+-------+-------------+-----------------+
| 16076 | 3.02335e+06 |   344.789       |
+-------+-------------+-----------------+
| 16077 | 3.02513e+06 |   391.416       |
+-------+-------------+-----------------+
| 16078 | 3.02691e+06 |   295.98        |
+-------+-------------+-----------------+
| 16079 | 3.02869e+06 |   306.78        |
+-------+-------------+-----------------+
| 16080 | 3.002e+06   |   208.182       |
+-------+-------------+-----------------+
| 16081 | 3.00378e+06 |   186.579       |
+-------+-------------+-----------------+
| 16082 | 3.00556e+06 |   215.137       |
+-------+-------------+-----------------+
| 16083 | 3.00734e+06 |   280.83        |
+-------+-------------+-----------------+
| 16084 | 3.00912e+06 |   328.021       |
+-------+-------------+-----------------+
| 16085 | 3.0109e+06  |   194.878       |
+-------+-------------+-----------------+
| 16086 | 3.01269e+06 |   194.156       |
+-------+-------------+-----------------+
| 16087 | 3.01447e+06 |   201.876       |
+-------+-------------+-----------------+
| 16088 | 3.01625e+06 |   187.089       |
+-------+-------------+-----------------+
| 16089 | 3.01803e+06 |   214.741       |
+-------+-------------+-----------------+
| 16090 | 3.01982e+06 |   280.65        |
+-------+-------------+-----------------+
| 16091 | 3.0216e+06  |   328.147       |
+-------+-------------+-----------------+
| 16092 | 3.02338e+06 |   193.99        |
+-------+-------------+-----------------+
| 16093 | 3.02516e+06 |   193.022       |
+-------+-------------+-----------------+
| 16094 | 3.02694e+06 |   201.02        |
+-------+-------------+-----------------+
| 16095 | 3.02872e+06 |   186.316       |
+-------+-------------+-----------------+
| 16096 | 3.00203e+06 |   367.847       |
+-------+-------------+-----------------+
| 16097 | 3.00381e+06 |   375.575       |
+-------+-------------+-----------------+
| 16098 | 3.00559e+06 |   376.137       |
+-------+-------------+-----------------+
| 16099 | 3.00737e+06 |   485.228       |
+-------+-------------+-----------------+
| 16100 | 3.00916e+06 |   407.247       |
+-------+-------------+-----------------+
| 16101 | 3.01094e+06 |   423.668       |
+-------+-------------+-----------------+
| 16102 | 3.01272e+06 |   398.432       |
+-------+-------------+-----------------+
| 16103 | 3.0145e+06  |   387.364       |
+-------+-------------+-----------------+
| 16104 | 3.01628e+06 |   377.116       |
+-------+-------------+-----------------+
| 16105 | 3.01807e+06 |   375.963       |
+-------+-------------+-----------------+
| 16106 | 3.01985e+06 |   486.214       |
+-------+-------------+-----------------+
| 16107 | 3.02163e+06 |   408.836       |
+-------+-------------+-----------------+
| 16108 | 3.02341e+06 |   425.279       |
+-------+-------------+-----------------+
| 16109 | 3.02519e+06 |   400.007       |
+-------+-------------+-----------------+
| 16110 | 3.02698e+06 |   388.959       |
+-------+-------------+-----------------+
| 16111 | 3.02876e+06 |   378.721       |
+-------+-------------+-----------------+
| 16112 | 3.00206e+06 |   243.264       |
+-------+-------------+-----------------+
| 16113 | 3.00384e+06 |   217.353       |
+-------+-------------+-----------------+
| 16114 | 3.00562e+06 |   247.338       |
+-------+-------------+-----------------+
| 16115 | 3.00741e+06 |   317.405       |
+-------+-------------+-----------------+
| 16116 | 3.00919e+06 |   381.099       |
+-------+-------------+-----------------+
| 16117 | 3.01097e+06 |   239.974       |
+-------+-------------+-----------------+
| 16118 | 3.01275e+06 |   210.454       |
+-------+-------------+-----------------+
| 16119 | 3.01454e+06 |   243.435       |
+-------+-------------+-----------------+
| 16120 | 3.01632e+06 |   217.594       |
+-------+-------------+-----------------+
| 16121 | 3.0181e+06  |   247.306       |
+-------+-------------+-----------------+
| 16122 | 3.01988e+06 |   317.769       |
+-------+-------------+-----------------+
| 16123 | 3.02166e+06 |   381.565       |
+-------+-------------+-----------------+
| 16124 | 3.02344e+06 |   240.345       |
+-------+-------------+-----------------+
| 16125 | 3.02523e+06 |   210.726       |
+-------+-------------+-----------------+
| 16126 | 3.02701e+06 |   243.706       |
+-------+-------------+-----------------+
| 16127 | 3.02879e+06 |   217.865       |
+-------+-------------+-----------------+
| 16128 | 3.00209e+06 |   246.033       |
+-------+-------------+-----------------+
| 16129 | 3.00388e+06 |   209.438       |
+-------+-------------+-----------------+
| 16130 | 3.00566e+06 |   222.909       |
+-------+-------------+-----------------+
| 16131 | 3.00744e+06 |   317.783       |
+-------+-------------+-----------------+
| 16132 | 3.00922e+06 |   314.966       |
+-------+-------------+-----------------+
| 16133 | 3.011e+06   |   232.343       |
+-------+-------------+-----------------+
| 16134 | 3.01279e+06 |   216.439       |
+-------+-------------+-----------------+
| 16135 | 3.01457e+06 |   249.803       |
+-------+-------------+-----------------+
| 16136 | 3.01635e+06 |   210.784       |
+-------+-------------+-----------------+
| 16137 | 3.01813e+06 |   223.172       |
+-------+-------------+-----------------+
| 16138 | 3.01991e+06 |   317.373       |
+-------+-------------+-----------------+
| 16139 | 3.0217e+06  |   314.594       |
+-------+-------------+-----------------+
| 16140 | 3.02348e+06 |   232.386       |
+-------+-------------+-----------------+
| 16141 | 3.02526e+06 |   216.405       |
+-------+-------------+-----------------+
| 16142 | 3.02704e+06 |   249.8         |
+-------+-------------+-----------------+
| 16143 | 3.02882e+06 |   210.791       |
+-------+-------------+-----------------+
| 16144 | 3.00213e+06 |   233.483       |
+-------+-------------+-----------------+
| 16145 | 3.00391e+06 |   226.793       |
+-------+-------------+-----------------+
| 16146 | 3.00569e+06 |   252.536       |
+-------+-------------+-----------------+
| 16147 | 3.00747e+06 |   288.424       |
+-------+-------------+-----------------+
| 16148 | 3.00926e+06 |   320.242       |
+-------+-------------+-----------------+
| 16149 | 3.01104e+06 |   260.282       |
+-------+-------------+-----------------+
| 16150 | 3.01282e+06 |   232.935       |
+-------+-------------+-----------------+
| 16151 | 3.0146e+06  |   223.755       |
+-------+-------------+-----------------+
| 16152 | 3.01638e+06 |   218.579       |
+-------+-------------+-----------------+
| 16153 | 3.01816e+06 |   245.602       |
+-------+-------------+-----------------+
| 16154 | 3.01995e+06 |   283.384       |
+-------+-------------+-----------------+
| 16155 | 3.02173e+06 |   315.888       |
+-------+-------------+-----------------+
| 16156 | 3.02351e+06 |   256.398       |
+-------+-------------+-----------------+
| 16157 | 3.02529e+06 |   229.785       |
+-------+-------------+-----------------+
| 16158 | 3.02708e+06 |   221.301       |
+-------+-------------+-----------------+
| 16159 | 3.02886e+06 |   216.614       |
+-------+-------------+-----------------+
| 16160 | 3.00216e+06 |   667.422       |
+-------+-------------+-----------------+
| 16161 | 3.00394e+06 |   600.4         |
+-------+-------------+-----------------+
| 16162 | 3.00572e+06 |   730.012       |
+-------+-------------+-----------------+
| 16163 | 3.00751e+06 |  1034.06        |
+-------+-------------+-----------------+
| 16164 | 3.00929e+06 |  1047.53        |
+-------+-------------+-----------------+
| 16165 | 3.01107e+06 |   603.797       |
+-------+-------------+-----------------+
| 16166 | 3.01285e+06 |   584.916       |
+-------+-------------+-----------------+
| 16167 | 3.01463e+06 |   664.468       |
+-------+-------------+-----------------+
| 16168 | 3.01642e+06 |   597.346       |
+-------+-------------+-----------------+
| 16169 | 3.0182e+06  |   727.896       |
+-------+-------------+-----------------+
| 16170 | 3.01998e+06 |  1050.7         |
+-------+-------------+-----------------+
| 16171 | 3.02176e+06 |  1064.74        |
+-------+-------------+-----------------+
| 16172 | 3.02354e+06 |   607.532       |
+-------+-------------+-----------------+
| 16173 | 3.02533e+06 |   583.553       |
+-------+-------------+-----------------+
| 16174 | 3.02711e+06 |   664.716       |
+-------+-------------+-----------------+
| 16175 | 3.02889e+06 |   597.586       |
+-------+-------------+-----------------+
| 16176 | 3.00219e+06 |   615.112       |
+-------+-------------+-----------------+
| 16177 | 3.00398e+06 |   561.853       |
+-------+-------------+-----------------+
| 16178 | 3.00576e+06 |   717.636       |
+-------+-------------+-----------------+
| 16179 | 3.00754e+06 |   972.705       |
+-------+-------------+-----------------+
| 16180 | 3.00932e+06 |  1029.41        |
+-------+-------------+-----------------+
| 16181 | 3.0111e+06  |   617.176       |
+-------+-------------+-----------------+
| 16182 | 3.01288e+06 |   576.808       |
+-------+-------------+-----------------+
| 16183 | 3.01467e+06 |   602.406       |
+-------+-------------+-----------------+
| 16184 | 3.01645e+06 |   564.565       |
+-------+-------------+-----------------+
| 16185 | 3.01823e+06 |   719.991       |
+-------+-------------+-----------------+
| 16186 | 3.02001e+06 |   966.475       |
+-------+-------------+-----------------+
| 16187 | 3.0218e+06  |  1023.28        |
+-------+-------------+-----------------+
| 16188 | 3.02358e+06 |   615.61        |
+-------+-------------+-----------------+
| 16189 | 3.02536e+06 |   577.177       |
+-------+-------------+-----------------+
| 16190 | 3.02714e+06 |   602.029       |
+-------+-------------+-----------------+
| 16191 | 3.02892e+06 |   563.789       |
+-------+-------------+-----------------+
| 16192 | 3.00223e+06 |   577.835       |
+-------+-------------+-----------------+
| 16193 | 3.00401e+06 |   594.393       |
+-------+-------------+-----------------+
| 16194 | 3.00579e+06 |   677.079       |
+-------+-------------+-----------------+
| 16195 | 3.00757e+06 |  1014.47        |
+-------+-------------+-----------------+
| 16196 | 3.00935e+06 |  1039.43        |
+-------+-------------+-----------------+
| 16197 | 3.01114e+06 |   572.142       |
+-------+-------------+-----------------+
| 16198 | 3.01292e+06 |   536.114       |
+-------+-------------+-----------------+
| 16199 | 3.0147e+06  |   576.576       |
+-------+-------------+-----------------+
| 16200 | 3.01648e+06 |   594.542       |
+-------+-------------+-----------------+
| 16201 | 3.01826e+06 |   685.957       |
+-------+-------------+-----------------+
| 16202 | 3.02005e+06 |   998.585       |
+-------+-------------+-----------------+
| 16203 | 3.02183e+06 |  1026.93        |
+-------+-------------+-----------------+
| 16204 | 3.02361e+06 |   573.887       |
+-------+-------------+-----------------+
| 16205 | 3.02539e+06 |   540.232       |
+-------+-------------+-----------------+
| 16206 | 3.02717e+06 |   577.225       |
+-------+-------------+-----------------+
| 16207 | 3.02896e+06 |   595.112       |
+-------+-------------+-----------------+
| 16208 | 3.00226e+06 |   588.154       |
+-------+-------------+-----------------+
| 16209 | 3.00404e+06 |   587.841       |
+-------+-------------+-----------------+
| 16210 | 3.00582e+06 |   684.661       |
+-------+-------------+-----------------+
| 16211 | 3.0076e+06  |   935.223       |
+-------+-------------+-----------------+
| 16212 | 3.00939e+06 |   970.608       |
+-------+-------------+-----------------+
| 16213 | 3.01117e+06 |   600.981       |
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| 16214 | 3.01295e+06 |   549.652       |
+-------+-------------+-----------------+
| 16215 | 3.01473e+06 |   573.221       |
+-------+-------------+-----------------+
| 16216 | 3.01652e+06 |   587.232       |
+-------+-------------+-----------------+
| 16217 | 3.0183e+06  |   683.949       |
+-------+-------------+-----------------+
| 16218 | 3.02008e+06 |   935.169       |
+-------+-------------+-----------------+
| 16219 | 3.02186e+06 |   970.165       |
+-------+-------------+-----------------+
| 16220 | 3.02364e+06 |   599.215       |
+-------+-------------+-----------------+
| 16221 | 3.02542e+06 |   547.659       |
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| 16222 | 3.02721e+06 |   571.462       |
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| 16223 | 3.02899e+06 |   585.565       |
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| 16224 | 3.00229e+06 |   541.65        |
+-------+-------------+-----------------+
| 16225 | 3.00407e+06 |   559.904       |
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| 16226 | 3.00586e+06 |   635.775       |
+-------+-------------+-----------------+
| 16227 | 3.00764e+06 |   904.129       |
+-------+-------------+-----------------+
| 16228 | 3.00942e+06 |   995.185       |
+-------+-------------+-----------------+
| 16229 | 3.0112e+06  |   533.855       |
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| 16230 | 3.01298e+06 |   503.893       |
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| 16231 | 3.01477e+06 |   537.336       |
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| 16232 | 3.01655e+06 |   559.277       |
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| 16233 | 3.01833e+06 |   637.209       |
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| 16234 | 3.02011e+06 |   902.614       |
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| 16235 | 3.02189e+06 |   993.624       |
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| 16236 | 3.02368e+06 |   534.007       |
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| 16237 | 3.02546e+06 |   504.892       |
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| 16238 | 3.02724e+06 |   538.252       |
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| 16239 | 3.02902e+06 |   560.153       |
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| 16240 | 3.00232e+06 |   505.071       |
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| 16241 | 3.00411e+06 |   425.272       |
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| 16242 | 3.00589e+06 |   514.435       |
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| 16243 | 3.00767e+06 |   636.599       |
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| 16244 | 3.00945e+06 |   683.835       |
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| 16245 | 3.01124e+06 |   492.547       |
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| 16246 | 3.01302e+06 |   436.802       |
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| 16247 | 3.0148e+06  |   486.384       |
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| 16248 | 3.01658e+06 |   422.366       |
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| 16249 | 3.01836e+06 |   512.976       |
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| 16250 | 3.02014e+06 |   631.235       |
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| 16251 | 3.02193e+06 |   677.293       |
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| 16252 | 3.02371e+06 |   489.171       |
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| 16253 | 3.02549e+06 |   436.87        |
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| 16254 | 3.02727e+06 |   485.343       |
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| 16255 | 3.02906e+06 |   420.767       |
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| 16256 | 3.00236e+06 |   202.362       |
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| 16257 | 3.00414e+06 |   193.942       |
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| 16258 | 3.00592e+06 |   219.931       |
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| 16259 | 3.0077e+06  |   254.961       |
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| 16260 | 3.00949e+06 |   272.667       |
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| 16261 | 3.01127e+06 |   227.417       |
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| 16262 | 3.01305e+06 |   198.469       |
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| 16263 | 3.01483e+06 |   206.738       |
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| 16264 | 3.01661e+06 |   195.745       |
+-------+-------------+-----------------+
| 16265 | 3.0184e+06  |   220.814       |
+-------+-------------+-----------------+
| 16266 | 3.02018e+06 |   254.974       |
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| 16267 | 3.02196e+06 |   272.908       |
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| 16268 | 3.02374e+06 |   227.316       |
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| 16269 | 3.02552e+06 |   198.468       |
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| 16270 | 3.02731e+06 |   206.72        |
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| 16271 | 3.02909e+06 |   195.732       |
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| 16272 | 3.00239e+06 |   365.015       |
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| 16273 | 3.00417e+06 |   360.431       |
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| 16274 | 3.00596e+06 |   422.564       |
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| 16275 | 3.00774e+06 |   622.319       |
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| 16276 | 3.00952e+06 |   594.555       |
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| 16277 | 3.0113e+06  |   382.315       |
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| 16278 | 3.01308e+06 |   335.097       |
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| 16279 | 3.01486e+06 |   358.099       |
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| 16280 | 3.01665e+06 |   359.975       |
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| 16281 | 3.01843e+06 |   422.94        |
+-------+-------------+-----------------+
| 16282 | 3.02021e+06 |   620.048       |
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| 16283 | 3.02199e+06 |   593.055       |
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| 16284 | 3.02378e+06 |   381.596       |
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| 16285 | 3.02556e+06 |   334.718       |
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| 16286 | 3.02734e+06 |   357.577       |
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| 16287 | 3.02912e+06 |   359.381       |
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| 16288 | 3.00242e+06 |   344.218       |
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| 16289 | 3.00421e+06 |   268.711       |
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| 16290 | 3.00599e+06 |   337.781       |
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| 16291 | 3.00777e+06 |   399.245       |
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| 16292 | 3.00955e+06 |   420.867       |
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| 16293 | 3.01133e+06 |   314.642       |
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| 16294 | 3.01312e+06 |   270.33        |
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| 16295 | 3.0149e+06  |   343.863       |
+-------+-------------+-----------------+
| 16296 | 3.01668e+06 |   265.941       |
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| 16297 | 3.01846e+06 |   341.015       |
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| 16298 | 3.02024e+06 |   395.128       |
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| 16299 | 3.02203e+06 |   421.92        |
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| 16300 | 3.02381e+06 |   311.878       |
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| 16301 | 3.02559e+06 |   272.137       |
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| 16302 | 3.02737e+06 |   342.802       |
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| 16303 | 3.02915e+06 |   267.209       |
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| 16304 | 3.00246e+06 |   288.216       |
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| 16305 | 3.00424e+06 |   242.599       |
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| 16306 | 3.00602e+06 |   324.815       |
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| 16307 | 3.0078e+06  |   385.918       |
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| 16308 | 3.00958e+06 |   423.114       |
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| 16309 | 3.01137e+06 |   271.155       |
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| 16310 | 3.01315e+06 |   260.624       |
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| 16311 | 3.01493e+06 |   281.052       |
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| 16312 | 3.01671e+06 |   234.968       |
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| 16313 | 3.0185e+06  |   318.575       |
+-------+-------------+-----------------+
| 16314 | 3.02028e+06 |   380.686       |
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| 16315 | 3.02206e+06 |   418.337       |
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| 16316 | 3.02384e+06 |   266.385       |
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| 16317 | 3.02562e+06 |   255.913       |
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| 16318 | 3.0274e+06  |   276.471       |
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| 16319 | 3.02919e+06 |   230.452       |
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| 16320 | 3.00249e+06 |   192.104       |
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| 16321 | 3.00427e+06 |   162.203       |
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| 16322 | 3.00605e+06 |   185.181       |
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| 16323 | 3.00784e+06 |   250.141       |
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| 16324 | 3.00962e+06 |   265.831       |
+-------+-------------+-----------------+
| 16325 | 3.0114e+06  |   161.915       |
+-------+-------------+-----------------+
| 16326 | 3.01318e+06 |   162.06        |
+-------+-------------+-----------------+
| 16327 | 3.01496e+06 |   193.601       |
+-------+-------------+-----------------+
| 16328 | 3.01675e+06 |   160.171       |
+-------+-------------+-----------------+
| 16329 | 3.01853e+06 |   182.416       |
+-------+-------------+-----------------+
| 16330 | 3.02031e+06 |   248.233       |
+-------+-------------+-----------------+
| 16331 | 3.02209e+06 |   263.89        |
+-------+-------------+-----------------+
| 16332 | 3.02387e+06 |   159.436       |
+-------+-------------+-----------------+
| 16333 | 3.02566e+06 |   160.084       |
+-------+-------------+-----------------+
| 16334 | 3.02744e+06 |   191.471       |
+-------+-------------+-----------------+
| 16335 | 3.02922e+06 |   157.984       |
+-------+-------------+-----------------+
| 16336 | 3.00252e+06 |   180.13        |
+-------+-------------+-----------------+
| 16337 | 3.0043e+06  |   174.958       |
+-------+-------------+-----------------+
| 16338 | 3.00609e+06 |   212.01        |
+-------+-------------+-----------------+
| 16339 | 3.00787e+06 |   269.807       |
+-------+-------------+-----------------+
| 16340 | 3.00965e+06 |   326.639       |
+-------+-------------+-----------------+
| 16341 | 3.01143e+06 |   194.647       |
+-------+-------------+-----------------+
| 16342 | 3.01322e+06 |   183.667       |
+-------+-------------+-----------------+
| 16343 | 3.015e+06   |   175.053       |
+-------+-------------+-----------------+
| 16344 | 3.01678e+06 |   178.707       |
+-------+-------------+-----------------+
| 16345 | 3.01856e+06 |   207.365       |
+-------+-------------+-----------------+
| 16346 | 3.02034e+06 |   272.172       |
+-------+-------------+-----------------+
| 16347 | 3.02212e+06 |   324.812       |
+-------+-------------+-----------------+
| 16348 | 3.02391e+06 |   195.311       |
+-------+-------------+-----------------+
| 16349 | 3.02569e+06 |   182.432       |
+-------+-------------+-----------------+
| 16350 | 3.02747e+06 |   174.656       |
+-------+-------------+-----------------+
| 16351 | 3.02925e+06 |   178.123       |
+-------+-------------+-----------------+
| 16352 | 3.00256e+06 |   284.05        |
+-------+-------------+-----------------+
| 16353 | 3.00434e+06 |   269.103       |
+-------+-------------+-----------------+
| 16354 | 3.00612e+06 |   315.55        |
+-------+-------------+-----------------+
| 16355 | 3.0079e+06  |   415.529       |
+-------+-------------+-----------------+
| 16356 | 3.00968e+06 |   475.807       |
+-------+-------------+-----------------+
| 16357 | 3.01147e+06 |   296.72        |
+-------+-------------+-----------------+
| 16358 | 3.01325e+06 |   284.628       |
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| 16359 | 3.01503e+06 |   286.338       |
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| 16360 | 3.01681e+06 |   271.196       |
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| 16361 | 3.01859e+06 |   316.946       |
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| 16362 | 3.02038e+06 |   422.815       |
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| 16363 | 3.02216e+06 |   485.067       |
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| 16364 | 3.02394e+06 |   299.233       |
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| 16365 | 3.02572e+06 |   284.506       |
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| 16366 | 3.0275e+06  |   286.43        |
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| 16367 | 3.02929e+06 |   271.049       |
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| 16368 | 3.00259e+06 |   272.946       |
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| 16369 | 3.00437e+06 |   226.754       |
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| 16370 | 3.00615e+06 |   245.509       |
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| 16371 | 3.00794e+06 |   245.468       |
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| 16372 | 3.00972e+06 |   262.611       |
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| 16373 | 3.0115e+06  |   291.648       |
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| 16374 | 3.01328e+06 |   250.927       |
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| 16375 | 3.01506e+06 |   274.057       |
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| 16376 | 3.01684e+06 |   223.646       |
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| 16377 | 3.01863e+06 |   245.382       |
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| 16378 | 3.02041e+06 |   243.509       |
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| 16379 | 3.02219e+06 |   264.308       |
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| 16380 | 3.02397e+06 |   289.343       |
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| 16381 | 3.02576e+06 |   251.215       |
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| 16382 | 3.02754e+06 |   272.982       |
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| 16383 | 3.02932e+06 |   223.661       |
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| 16384 | 3.00262e+06 |   351.67        |
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| 16385 | 3.0044e+06  |   309.804       |
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| 16386 | 3.00619e+06 |   365.706       |
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| 16387 | 3.00797e+06 |   501.168       |
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| 16388 | 3.00975e+06 |   476.017       |
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| 16389 | 3.01153e+06 |   315.63        |
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| 16390 | 3.01331e+06 |   298.619       |
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| 16391 | 3.0151e+06  |   342.17        |
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| 16392 | 3.01688e+06 |   306.575       |
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| 16393 | 3.01866e+06 |   363.999       |
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| 16394 | 3.02044e+06 |   497.656       |
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| 16395 | 3.02222e+06 |   473.327       |
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| 16396 | 3.02401e+06 |   314.088       |
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| 16397 | 3.02579e+06 |   297.603       |
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| 16398 | 3.02757e+06 |   340.669       |
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| 16399 | 3.02935e+06 |   304.977       |
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| 16400 | 3.00266e+06 |   371.129       |
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| 16401 | 3.00444e+06 |   401.937       |
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| 16402 | 3.00622e+06 |   391.052       |
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| 16403 | 3.008e+06   |   585.84        |
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| 16404 | 3.00978e+06 |   579.101       |
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| 16405 | 3.01156e+06 |   411.506       |
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| 16406 | 3.01335e+06 |   407.071       |
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| 16407 | 3.01513e+06 |   370.296       |
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| 16408 | 3.01691e+06 |   401.736       |
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| 16409 | 3.01869e+06 |   391.861       |
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| 16410 | 3.02048e+06 |   585.806       |
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| 16411 | 3.02226e+06 |   579.506       |
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| 16412 | 3.02404e+06 |   412.309       |
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| 16413 | 3.02582e+06 |   407.893       |
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| 16414 | 3.0276e+06  |   371.096       |
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| 16415 | 3.02938e+06 |   402.538       |
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| 16416 | 3.00091e+06 |    18.0384      |
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| 16417 | 3.00269e+06 |    14.1228      |
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| 16418 | 3.00447e+06 |    13.6935      |
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| 16419 | 3.00625e+06 |    17.1582      |
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| 16420 | 3.00804e+06 |    10.1962      |
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| 16421 | 3.00982e+06 |    19.5977      |
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| 16422 | 3.0116e+06  |    16.0248      |
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| 16423 | 3.01338e+06 |    18.6912      |
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| 16424 | 3.01516e+06 |    14.2685      |
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| 16425 | 3.01694e+06 |    13.8043      |
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| 16426 | 3.01873e+06 |    17.3055      |
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| 16427 | 3.02051e+06 |    10.3609      |
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| 16428 | 3.02229e+06 |    19.7642      |
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| 16441 | 3.01698e+06 |     5.86335     |
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| 16478 | 3.02595e+06 |     7.47522     |
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| 16630 | 3.01203e+06 |     2.08075     |
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| 16631 | 3.01381e+06 |     2.33561     |
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| 16632 | 3.01559e+06 |     3.43211     |
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| 16633 | 3.01737e+06 |     2.98537     |
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| 16634 | 3.01916e+06 |     5.31778     |
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| 16635 | 3.02094e+06 |     7.49125     |
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| 16636 | 3.02272e+06 |     1.44382     |
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| 16637 | 3.0245e+06  |     2.05112     |
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| 16638 | 3.02628e+06 |     2.30603     |
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| 16639 | 3.02807e+06 |     3.4025      |
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| 16640 | 3.00137e+06 |     0.238217    |
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| 16642 | 3.00493e+06 |     0.405097    |
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| 16643 | 3.00672e+06 |     0.996631    |
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| 16644 | 3.0085e+06  |     1.68248     |
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| 16645 | 3.01028e+06 |     0.505492    |
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| 16650 | 3.01919e+06 |     1.0361      |
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| 16909 | 3.02506e+06 |    20.3198      |
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| 16910 | 3.02684e+06 |    22.1277      |
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| 16911 | 3.02863e+06 |    19.9607      |
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| 16912 | 3.00193e+06 |    24.8858      |
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| 16913 | 3.00371e+06 |    19.2793      |
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| 16914 | 3.00549e+06 |    24.5984      |
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| 16915 | 3.00728e+06 |    47.7414      |
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| 16916 | 3.00906e+06 |    42.0156      |
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| 16917 | 3.01084e+06 |    18.6245      |
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| 16918 | 3.01262e+06 |    19.3577      |
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| 16919 | 3.0144e+06  |    22.6684      |
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| 16920 | 3.01619e+06 |    21.1665      |
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| 16921 | 3.01797e+06 |    24.7911      |
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| 16922 | 3.01975e+06 |    47.5393      |
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| 16923 | 3.02153e+06 |    42.0432      |
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| 16924 | 3.02331e+06 |    18.6862      |
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| 16925 | 3.0251e+06  |    19.3901      |
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| 16926 | 3.02688e+06 |    22.6979      |
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| 16927 | 3.02866e+06 |    21.1996      |
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| 16928 | 3.00196e+06 |     5.15087     |
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| 16931 | 3.00731e+06 |     9.86311     |
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| 16932 | 3.00909e+06 |    10.4685      |
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| 16954 | 3.01982e+06 |    28.7081      |
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| 16955 | 3.0216e+06  |    38.6906      |
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| 17455 | 3.02797e+06 |     0.0128185   |
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| 17456 | 3.00127e+06 |    20.6599      |
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| 17457 | 3.00305e+06 |    16.2979      |
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| 17458 | 3.00484e+06 |    18.5704      |
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| 17459 | 3.00662e+06 |    28.1183      |
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| 17460 | 3.0084e+06  |    19.659       |
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| 17461 | 3.01018e+06 |    14.1315      |
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| 17462 | 3.01196e+06 |    14.1715      |
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| 17463 | 3.01374e+06 |    19.5362      |
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| 17464 | 3.01553e+06 |    14.054       |
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| 17465 | 3.01731e+06 |    19.5053      |
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| 17466 | 3.01909e+06 |    26.7193      |
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| 17467 | 3.02087e+06 |    21.0461      |
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| 17468 | 3.02266e+06 |    12.8404      |
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| 17469 | 3.02444e+06 |    15.6572      |
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| 17470 | 3.02622e+06 |    18.3075      |
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| 17471 | 3.028e+06   |    15.4906      |
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| 17472 | 3.0013e+06  |     4.62588     |
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| 17473 | 3.00309e+06 |     5.13302     |
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| 17474 | 3.00487e+06 |     5.77317     |
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| 17475 | 3.00665e+06 |     9.94615     |
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| 17476 | 3.00843e+06 |     9.33224     |
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| 17477 | 3.01021e+06 |     4.00773     |
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| 17478 | 3.012e+06   |     6.77241     |
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| 17479 | 3.01378e+06 |     5.63072     |
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| 17480 | 3.01556e+06 |     5.43667     |
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| 17481 | 3.01734e+06 |     5.87374     |
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| 17482 | 3.01912e+06 |     9.96233     |
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| 17483 | 3.02091e+06 |     9.31981     |
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| 17484 | 3.02269e+06 |     3.98404     |
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| 17485 | 3.02447e+06 |     6.743       |
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| 17486 | 3.02625e+06 |     5.59995     |
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| 17487 | 3.02803e+06 |     5.4055      |
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| 17488 | 3.00134e+06 |     1.74385     |
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| 17491 | 3.00668e+06 |     5.95551     |
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| 17492 | 3.00846e+06 |     4.84712     |
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| 17493 | 3.01025e+06 |     2.74615     |
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| 17498 | 3.01916e+06 |     5.96281     |
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| 17499 | 3.02094e+06 |     4.85872     |
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| 17500 | 3.02272e+06 |     2.75668     |
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| 17536 | 3.00144e+06 |    45.393       |
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| 17537 | 3.00322e+06 |    39.1167      |
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| 17540 | 3.00856e+06 |    32.3892      |
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| 17541 | 3.01035e+06 |    36.3972      |
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| 17542 | 3.01213e+06 |    40.8568      |
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| 17543 | 3.01391e+06 |    45.8146      |
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| 17544 | 3.01569e+06 |    35.5888      |
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| 17545 | 3.01747e+06 |    48.9047      |
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| 17547 | 3.02104e+06 |    31.2262      |
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| 17548 | 3.02282e+06 |    35.9814      |
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| 17549 | 3.0246e+06  |    40.8158      |
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| 17550 | 3.02638e+06 |    45.8591      |
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| 17554 | 3.00503e+06 |    32.9756      |
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| 17721 | 3.01784e+06 |     7.16559     |
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| 17722 | 3.01962e+06 |    10.0205      |
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| 17725 | 3.02496e+06 |     5.27794     |
+-------+-------------+-----------------+
| 17726 | 3.02675e+06 |     4.86485     |
+-------+-------------+-----------------+
| 17727 | 3.02853e+06 |     4.48888     |
+-------+-------------+-----------------+
| 17728 | 3.00183e+06 |     0.117817    |
+-------+-------------+-----------------+
| 17729 | 3.00361e+06 |     0.0791201   |
+-------+-------------+-----------------+
| 17730 | 3.0054e+06  |     0.0623267   |
+-------+-------------+-----------------+
| 17731 | 3.00718e+06 |     0.0594344   |
+-------+-------------+-----------------+
| 17732 | 3.00896e+06 |     0.0430367   |
+-------+-------------+-----------------+
| 17733 | 3.01074e+06 |    -0.00437551  |
+-------+-------------+-----------------+
| 17734 | 3.01252e+06 |    -0.0568788   |
+-------+-------------+-----------------+
| 17735 | 3.01431e+06 |     0.0677452   |
+-------+-------------+-----------------+
| 17736 | 3.01609e+06 |     0.067222    |
+-------+-------------+-----------------+
| 17737 | 3.01787e+06 |     0.0668553   |
+-------+-------------+-----------------+
| 17738 | 3.01965e+06 |     0.0668312   |
+-------+-------------+-----------------+
| 17739 | 3.02143e+06 |     0.0480689   |
+-------+-------------+-----------------+
| 17740 | 3.02322e+06 |    -0.00221128  |
+-------+-------------+-----------------+
| 17741 | 3.025e+06   |    -0.0564776   |
+-------+-------------+-----------------+
| 17742 | 3.02678e+06 |     0.0674774   |
+-------+-------------+-----------------+
| 17743 | 3.02856e+06 |     0.0668986   |
+-------+-------------+-----------------+
| 17744 | 3.00186e+06 |    24.3864      |
+-------+-------------+-----------------+
| 17745 | 3.00365e+06 |    30.3931      |
+-------+-------------+-----------------+
| 17746 | 3.00543e+06 |    41.5764      |
+-------+-------------+-----------------+
| 17747 | 3.00721e+06 |    43.7713      |
+-------+-------------+-----------------+
| 17748 | 3.00899e+06 |    32.9241      |
+-------+-------------+-----------------+
| 17749 | 3.01078e+06 |    19.6661      |
+-------+-------------+-----------------+
| 17750 | 3.01256e+06 |    29.5153      |
+-------+-------------+-----------------+
| 17751 | 3.01434e+06 |    25.3928      |
+-------+-------------+-----------------+
| 17752 | 3.01612e+06 |    31.5205      |
+-------+-------------+-----------------+
| 17753 | 3.0179e+06  |    41.5604      |
+-------+-------------+-----------------+
| 17754 | 3.01968e+06 |    44.5688      |
+-------+-------------+-----------------+
| 17755 | 3.02147e+06 |    32.9984      |
+-------+-------------+-----------------+
| 17756 | 3.02325e+06 |    20.3048      |
+-------+-------------+-----------------+
| 17757 | 3.02503e+06 |    29.6382      |
+-------+-------------+-----------------+
| 17758 | 3.02681e+06 |    25.9693      |
+-------+-------------+-----------------+
| 17759 | 3.0286e+06  |    31.6917      |
+-------+-------------+-----------------+
| 17760 | 3.0019e+06  |    31.3761      |
+-------+-------------+-----------------+
| 17761 | 3.00368e+06 |    20.4742      |
+-------+-------------+-----------------+
| 17762 | 3.00546e+06 |    24.531       |
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| 17763 | 3.00724e+06 |    26.079       |
+-------+-------------+-----------------+
| 17764 | 3.00903e+06 |    16.3966      |
+-------+-------------+-----------------+
| 17765 | 3.01081e+06 |    20.8956      |
+-------+-------------+-----------------+
| 17766 | 3.01259e+06 |    27.5085      |
+-------+-------------+-----------------+
| 17767 | 3.01437e+06 |    30.835       |
+-------+-------------+-----------------+
| 17768 | 3.01615e+06 |    20.429       |
+-------+-------------+-----------------+
| 17769 | 3.01794e+06 |    24.34        |
+-------+-------------+-----------------+
| 17770 | 3.01972e+06 |    25.9006      |
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| 17771 | 3.0215e+06  |    16.2275      |
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| 17772 | 3.02328e+06 |    20.7212      |
+-------+-------------+-----------------+
| 17773 | 3.02506e+06 |    27.3358      |
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| 17774 | 3.02685e+06 |    30.6623      |
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| 17775 | 3.02863e+06 |    20.2561      |
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| 17776 | 3.00193e+06 |    22.5855      |
+-------+-------------+-----------------+
| 17777 | 3.00371e+06 |    16.202       |
+-------+-------------+-----------------+
| 17778 | 3.0055e+06  |    20.8049      |
+-------+-------------+-----------------+
| 17779 | 3.00728e+06 |    25.6778      |
+-------+-------------+-----------------+
| 17780 | 3.00906e+06 |    18.4503      |
+-------+-------------+-----------------+
| 17781 | 3.01084e+06 |    13.4801      |
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| 17782 | 3.01262e+06 |    18.8358      |
+-------+-------------+-----------------+
| 17783 | 3.0144e+06  |    22.4968      |
+-------+-------------+-----------------+
| 17784 | 3.01619e+06 |    16.838       |
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| 17785 | 3.01797e+06 |    20.2142      |
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| 17786 | 3.01975e+06 |    26.2043      |
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| 17787 | 3.02153e+06 |    17.8653      |
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| 17788 | 3.02332e+06 |    13.9816      |
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| 17789 | 3.0251e+06  |    18.2701      |
+-------+-------------+-----------------+
| 17790 | 3.02688e+06 |    22.9747      |
+-------+-------------+-----------------+
| 17791 | 3.02866e+06 |    16.2899      |
+-------+-------------+-----------------+
| 17792 | 3.00196e+06 |    15.279       |
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| 17793 | 3.00375e+06 |    15.937       |
+-------+-------------+-----------------+
| 17794 | 3.00553e+06 |    18.4862      |
+-------+-------------+-----------------+
| 17795 | 3.00731e+06 |    23.7578      |
+-------+-------------+-----------------+
| 17796 | 3.00909e+06 |    17.9861      |
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| 17797 | 3.01087e+06 |    14.3403      |
+-------+-------------+-----------------+
| 17798 | 3.01266e+06 |    15.153       |
+-------+-------------+-----------------+
| 17799 | 3.01444e+06 |    15.0186      |
+-------+-------------+-----------------+
| 17800 | 3.01622e+06 |    15.8593      |
+-------+-------------+-----------------+
| 17801 | 3.018e+06   |    18.5734      |
+-------+-------------+-----------------+
| 17802 | 3.01978e+06 |    23.8843      |
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| 17803 | 3.02157e+06 |    18.1093      |
+-------+-------------+-----------------+
| 17804 | 3.02335e+06 |    14.4598      |
+-------+-------------+-----------------+
| 17805 | 3.02513e+06 |    15.2712      |
+-------+-------------+-----------------+
| 17806 | 3.02691e+06 |    15.1369      |
+-------+-------------+-----------------+
| 17807 | 3.02869e+06 |    15.9777      |
+-------+-------------+-----------------+
| 17808 | 3.002e+06   |    25.4408      |
+-------+-------------+-----------------+
| 17809 | 3.00378e+06 |    18.6845      |
+-------+-------------+-----------------+
| 17810 | 3.00556e+06 |    28.7904      |
+-------+-------------+-----------------+
| 17811 | 3.00734e+06 |    30.448       |
+-------+-------------+-----------------+
| 17812 | 3.00912e+06 |    26.7975      |
+-------+-------------+-----------------+
| 17813 | 3.01091e+06 |    18.7307      |
+-------+-------------+-----------------+
| 17814 | 3.01269e+06 |    19.5312      |
+-------+-------------+-----------------+
| 17815 | 3.01447e+06 |    25.9333      |
+-------+-------------+-----------------+
| 17816 | 3.01625e+06 |    18.8889      |
+-------+-------------+-----------------+
| 17817 | 3.01804e+06 |    28.8969      |
+-------+-------------+-----------------+
| 17818 | 3.01982e+06 |    30.5757      |
+-------+-------------+-----------------+
| 17819 | 3.0216e+06  |    26.893       |
+-------+-------------+-----------------+
| 17820 | 3.02338e+06 |    18.8853      |
+-------+-------------+-----------------+
| 17821 | 3.02516e+06 |    19.6239      |
+-------+-------------+-----------------+
| 17822 | 3.02694e+06 |    26.0785      |
+-------+-------------+-----------------+
| 17823 | 3.02873e+06 |    18.9904      |
+-------+-------------+-----------------+
| 17824 | 3.00203e+06 |     0.130831    |
+-------+-------------+-----------------+
| 17825 | 3.00381e+06 |     0.332008    |
+-------+-------------+-----------------+
| 17826 | 3.00559e+06 |     0.469886    |
+-------+-------------+-----------------+
| 17827 | 3.00738e+06 |     0.311649    |
+-------+-------------+-----------------+
| 17828 | 3.00916e+06 |     0.149994    |
+-------+-------------+-----------------+
| 17829 | 3.01094e+06 |    -0.0166044   |
+-------+-------------+-----------------+
| 17830 | 3.01272e+06 |     0.176128    |
+-------+-------------+-----------------+
| 17831 | 3.0145e+06  |     0.238511    |
+-------+-------------+-----------------+
| 17832 | 3.01629e+06 |     0.273363    |
+-------+-------------+-----------------+
| 17833 | 3.01807e+06 |     0.480497    |
+-------+-------------+-----------------+
| 17834 | 3.01985e+06 |     0.292427    |
+-------+-------------+-----------------+
| 17835 | 3.02163e+06 |     0.136661    |
+-------+-------------+-----------------+
| 17836 | 3.02341e+06 |     0.0160529   |
+-------+-------------+-----------------+
| 17837 | 3.0252e+06  |     0.179538    |
+-------+-------------+-----------------+
| 17838 | 3.02698e+06 |     0.234261    |
+-------+-------------+-----------------+
| 17839 | 3.02876e+06 |     0.280012    |
+-------+-------------+-----------------+
| 17840 | 3.00206e+06 |    21.4073      |
+-------+-------------+-----------------+
| 17841 | 3.00384e+06 |    19.3264      |
+-------+-------------+-----------------+
| 17842 | 3.00563e+06 |    22.697       |
+-------+-------------+-----------------+
| 17843 | 3.00741e+06 |    31.7664      |
+-------+-------------+-----------------+
| 17844 | 3.00919e+06 |    22.7553      |
+-------+-------------+-----------------+
| 17845 | 3.01097e+06 |    17.3509      |
+-------+-------------+-----------------+
| 17846 | 3.01276e+06 |    21.073       |
+-------+-------------+-----------------+
| 17847 | 3.01454e+06 |    23.0189      |
+-------+-------------+-----------------+
| 17848 | 3.01632e+06 |    19.4432      |
+-------+-------------+-----------------+
| 17849 | 3.0181e+06  |    22.5789      |
+-------+-------------+-----------------+
| 17850 | 3.01988e+06 |    31.5347      |
+-------+-------------+-----------------+
| 17851 | 3.02166e+06 |    22.5464      |
+-------+-------------+-----------------+
| 17852 | 3.02345e+06 |    17.1102      |
+-------+-------------+-----------------+
| 17853 | 3.02523e+06 |    20.8546      |
+-------+-------------+-----------------+
| 17854 | 3.02701e+06 |    22.7879      |
+-------+-------------+-----------------+
| 17855 | 3.02879e+06 |    19.2296      |
+-------+-------------+-----------------+
| 17856 | 3.0021e+06  |    47.7513      |
+-------+-------------+-----------------+
| 17857 | 3.00388e+06 |    36.8181      |
+-------+-------------+-----------------+
| 17858 | 3.00566e+06 |    47.9953      |
+-------+-------------+-----------------+
| 17859 | 3.00744e+06 |    55.0341      |
+-------+-------------+-----------------+
| 17860 | 3.00922e+06 |    42.2708      |
+-------+-------------+-----------------+
| 17861 | 3.01101e+06 |    34.1737      |
+-------+-------------+-----------------+
| 17862 | 3.01279e+06 |    37.9113      |
+-------+-------------+-----------------+
| 17863 | 3.01457e+06 |    48.3594      |
+-------+-------------+-----------------+
| 17864 | 3.01635e+06 |    37.1885      |
+-------+-------------+-----------------+
| 17865 | 3.01813e+06 |    47.916       |
+-------+-------------+-----------------+
| 17866 | 3.01992e+06 |    55.2126      |
+-------+-------------+-----------------+
| 17867 | 3.0217e+06  |    42.1668      |
+-------+-------------+-----------------+
| 17868 | 3.02348e+06 |    34.3405      |
+-------+-------------+-----------------+
| 17869 | 3.02526e+06 |    37.8014      |
+-------+-------------+-----------------+
| 17870 | 3.02704e+06 |    48.5315      |
+-------+-------------+-----------------+
| 17871 | 3.02883e+06 |    37.0783      |
+-------+-------------+-----------------+
| 17872 | 3.00213e+06 |     8.9758      |
+-------+-------------+-----------------+
| 17873 | 3.00391e+06 |     9.38227     |
+-------+-------------+-----------------+
| 17874 | 3.00569e+06 |    10.4282      |
+-------+-------------+-----------------+
| 17875 | 3.00748e+06 |    12.3389      |
+-------+-------------+-----------------+
| 17876 | 3.00926e+06 |    11.0626      |
+-------+-------------+-----------------+
| 17877 | 3.01104e+06 |     5.13299     |
+-------+-------------+-----------------+
| 17878 | 3.01282e+06 |     7.26947     |
+-------+-------------+-----------------+
| 17879 | 3.0146e+06  |     8.65864     |
+-------+-------------+-----------------+
| 17880 | 3.01638e+06 |     9.47236     |
+-------+-------------+-----------------+
| 17881 | 3.01817e+06 |    10.5573      |
+-------+-------------+-----------------+
| 17882 | 3.01995e+06 |    12.4835      |
+-------+-------------+-----------------+
| 17883 | 3.02173e+06 |    11.2103      |
+-------+-------------+-----------------+
| 17884 | 3.02351e+06 |     5.28129     |
+-------+-------------+-----------------+
| 17885 | 3.0253e+06  |     7.41817     |
+-------+-------------+-----------------+
| 17886 | 3.02708e+06 |     8.80733     |
+-------+-------------+-----------------+
| 17887 | 3.02886e+06 |     9.621       |
+-------+-------------+-----------------+
| 17888 | 3.00216e+06 |    23.6826      |
+-------+-------------+-----------------+
| 17889 | 3.00394e+06 |    23.8534      |
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| 17890 | 3.00573e+06 |    34.9101      |
+-------+-------------+-----------------+
| 17891 | 3.00751e+06 |    41.3464      |
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| 17892 | 3.00929e+06 |    31.6412      |
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| 17893 | 3.01107e+06 |    21.5347      |
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| 17894 | 3.01285e+06 |    20.0729      |
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| 17895 | 3.01464e+06 |    22.4049      |
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| 17896 | 3.01642e+06 |    24.0162      |
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| 17897 | 3.0182e+06  |    34.5414      |
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| 17898 | 3.01998e+06 |    41.3775      |
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| 17899 | 3.02176e+06 |    31.4272      |
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| 17900 | 3.02355e+06 |    21.4826      |
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| 17901 | 3.02533e+06 |    19.9232      |
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| 17902 | 3.02711e+06 |    22.3178      |
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| 17903 | 3.02889e+06 |    23.8883      |
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| 17904 | 3.0022e+06  |    42.8909      |
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| 17905 | 3.00398e+06 |    39.7921      |
+-------+-------------+-----------------+
| 17906 | 3.00576e+06 |    55.9446      |
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| 17907 | 3.00754e+06 |    71.3938      |
+-------+-------------+-----------------+
| 17908 | 3.00932e+06 |    56.5953      |
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| 17909 | 3.0111e+06  |    33.0807      |
+-------+-------------+-----------------+
| 17910 | 3.01289e+06 |    38.273       |
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| 17911 | 3.01467e+06 |    41.9045      |
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| 17912 | 3.01645e+06 |    38.8286      |
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| 17913 | 3.01823e+06 |    56.1756      |
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| 17914 | 3.02002e+06 |    70.7577      |
+-------+-------------+-----------------+
| 17915 | 3.0218e+06  |    56.8774      |
+-------+-------------+-----------------+
| 17916 | 3.02358e+06 |    32.536       |
+-------+-------------+-----------------+
| 17917 | 3.02536e+06 |    38.5978      |
+-------+-------------+-----------------+
| 17918 | 3.02714e+06 |    41.3837      |
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| 17919 | 3.02892e+06 |    39.1388      |
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| 17920 | 3.00223e+06 |    29.4815      |
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| 17921 | 3.00401e+06 |    24.0158      |
+-------+-------------+-----------------+
| 17922 | 3.00579e+06 |    32.9238      |
+-------+-------------+-----------------+
| 17923 | 3.00757e+06 |    47.783       |
+-------+-------------+-----------------+
| 17924 | 3.00936e+06 |    39.7663      |
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| 17925 | 3.01114e+06 |    26.5114      |
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| 17926 | 3.01292e+06 |    26.6336      |
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| 17927 | 3.0147e+06  |    28.4299      |
+-------+-------------+-----------------+
| 17928 | 3.01648e+06 |    23.7211      |
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| 17929 | 3.01827e+06 |    32.9594      |
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| 17930 | 3.02005e+06 |    47.8425      |
+-------+-------------+-----------------+
| 17931 | 3.02183e+06 |    39.7885      |
+-------+-------------+-----------------+
| 17932 | 3.02361e+06 |    26.5216      |
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| 17933 | 3.02539e+06 |    26.6414      |
+-------+-------------+-----------------+
| 17934 | 3.02718e+06 |    28.4392      |
+-------+-------------+-----------------+
| 17935 | 3.02896e+06 |    23.7312      |
+-------+-------------+-----------------+
| 17936 | 3.00226e+06 |    39.3021      |
+-------+-------------+-----------------+
| 17937 | 3.00404e+06 |    32.9275      |
+-------+-------------+-----------------+
| 17938 | 3.00582e+06 |    44.2406      |
+-------+-------------+-----------------+
| 17939 | 3.00761e+06 |    52.3223      |
+-------+-------------+-----------------+
| 17940 | 3.00939e+06 |    44.2758      |
+-------+-------------+-----------------+
| 17941 | 3.01117e+06 |    28.548       |
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| 17942 | 3.01295e+06 |    28.3107      |
+-------+-------------+-----------------+
| 17943 | 3.01474e+06 |    37.1887      |
+-------+-------------+-----------------+
| 17944 | 3.01652e+06 |    32.9864      |
+-------+-------------+-----------------+
| 17945 | 3.0183e+06  |    44.9048      |
+-------+-------------+-----------------+
| 17946 | 3.02008e+06 |    52.6055      |
+-------+-------------+-----------------+
| 17947 | 3.02186e+06 |    44.435       |
+-------+-------------+-----------------+
| 17948 | 3.02364e+06 |    28.8664      |
+-------+-------------+-----------------+
| 17949 | 3.02543e+06 |    28.5686      |
+-------+-------------+-----------------+
| 17950 | 3.02721e+06 |    37.3501      |
+-------+-------------+-----------------+
| 17951 | 3.02899e+06 |    33.111       |
+-------+-------------+-----------------+
| 17952 | 3.00229e+06 |    13.4011      |
+-------+-------------+-----------------+
| 17953 | 3.00408e+06 |    14.1585      |
+-------+-------------+-----------------+
| 17954 | 3.00586e+06 |    16.564       |
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| 17955 | 3.00764e+06 |    22.7486      |
+-------+-------------+-----------------+
| 17956 | 3.00942e+06 |    25.825       |
+-------+-------------+-----------------+
| 17957 | 3.0112e+06  |    13.3132      |
+-------+-------------+-----------------+
| 17958 | 3.01299e+06 |    14.3729      |
+-------+-------------+-----------------+
| 17959 | 3.01477e+06 |    12.2974      |
+-------+-------------+-----------------+
| 17960 | 3.01655e+06 |    14.6456      |
+-------+-------------+-----------------+
| 17961 | 3.01833e+06 |    16.3855      |
+-------+-------------+-----------------+
| 17962 | 3.02011e+06 |    22.7855      |
+-------+-------------+-----------------+
| 17963 | 3.0219e+06  |    25.7775      |
+-------+-------------+-----------------+
| 17964 | 3.02368e+06 |    13.2961      |
+-------+-------------+-----------------+
| 17965 | 3.02546e+06 |    14.3454      |
+-------+-------------+-----------------+
| 17966 | 3.02724e+06 |    12.2636      |
+-------+-------------+-----------------+
| 17967 | 3.02902e+06 |    14.6132      |
+-------+-------------+-----------------+
| 17968 | 3.00233e+06 |    29.8607      |
+-------+-------------+-----------------+
| 17969 | 3.00411e+06 |    29.3533      |
+-------+-------------+-----------------+
| 17970 | 3.00589e+06 |    47.7534      |
+-------+-------------+-----------------+
| 17971 | 3.00767e+06 |    47.7053      |
+-------+-------------+-----------------+
| 17972 | 3.00946e+06 |    35.7386      |
+-------+-------------+-----------------+
| 17973 | 3.01124e+06 |    28.854       |
+-------+-------------+-----------------+
| 17974 | 3.01302e+06 |    29.6728      |
+-------+-------------+-----------------+
| 17975 | 3.0148e+06  |    33.6725      |
+-------+-------------+-----------------+
| 17976 | 3.01658e+06 |    29.6224      |
+-------+-------------+-----------------+
| 17977 | 3.01836e+06 |    47.5649      |
+-------+-------------+-----------------+
| 17978 | 3.02015e+06 |    47.68        |
+-------+-------------+-----------------+
| 17979 | 3.02193e+06 |    35.7882      |
+-------+-------------+-----------------+
| 17980 | 3.02371e+06 |    28.9066      |
+-------+-------------+-----------------+
| 17981 | 3.02549e+06 |    29.7138      |
+-------+-------------+-----------------+
| 17982 | 3.02728e+06 |    33.7136      |
+-------+-------------+-----------------+
| 17983 | 3.02906e+06 |    29.6652      |
+-------+-------------+-----------------+
| 17984 | 3.00236e+06 |     6.46388     |
+-------+-------------+-----------------+
| 17985 | 3.00414e+06 |     7.94079     |
+-------+-------------+-----------------+
| 17986 | 3.00592e+06 |     9.36309     |
+-------+-------------+-----------------+
| 17987 | 3.00771e+06 |    14.8444      |
+-------+-------------+-----------------+
| 17988 | 3.00949e+06 |    11.1912      |
+-------+-------------+-----------------+
| 17989 | 3.01127e+06 |     8.76464     |
+-------+-------------+-----------------+
| 17990 | 3.01305e+06 |    11.2165      |
+-------+-------------+-----------------+
| 17991 | 3.01483e+06 |     9.32836     |
+-------+-------------+-----------------+
| 17992 | 3.01662e+06 |     7.68395     |
+-------+-------------+-----------------+
| 17993 | 3.0184e+06  |     9.53446     |
+-------+-------------+-----------------+
| 17994 | 3.02018e+06 |    14.7859      |
+-------+-------------+-----------------+
| 17995 | 3.02196e+06 |    11.1945      |
+-------+-------------+-----------------+
| 17996 | 3.02374e+06 |     8.75123     |
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| 18269 | 3.02431e+06 |     1.70264     |
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| 18270 | 3.02609e+06 |     1.11992     |
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| 18271 | 3.02787e+06 |     1.74842     |
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| 18272 | 3.00117e+06 |     6.15532     |
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| 18273 | 3.00296e+06 |    12.0345      |
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| 18274 | 3.00474e+06 |     4.75743     |
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| 18275 | 3.00652e+06 |     7.93173     |
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| 18276 | 3.0083e+06  |     8.21809     |
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| 18277 | 3.01008e+06 |     7.53751     |
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| 18278 | 3.01186e+06 |     6.86396     |
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| 18279 | 3.01365e+06 |     6.63867     |
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| 18280 | 3.01543e+06 |    10.665       |
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| 18281 | 3.01721e+06 |     5.24278     |
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| 18282 | 3.01899e+06 |    11.2819      |
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| 18283 | 3.02078e+06 |     8.08938     |
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| 18284 | 3.02256e+06 |     6.72293     |
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| 18285 | 3.02434e+06 |     6.10101     |
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| 18286 | 3.02612e+06 |     6.75939     |
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| 18287 | 3.0279e+06  |    11.0994      |
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| 18288 | 3.00121e+06 |     4.03702     |
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| 18289 | 3.00299e+06 |     3.53962     |
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| 18290 | 3.00477e+06 |     4.55821     |
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| 18291 | 3.00655e+06 |     7.1234      |
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| 18292 | 3.00833e+06 |     6.70106     |
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| 18293 | 3.01012e+06 |     3.77551     |
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| 18294 | 3.0119e+06  |     4.78882     |
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| 18295 | 3.01368e+06 |     4.01281     |
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| 18296 | 3.01546e+06 |     3.52248     |
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| 18297 | 3.01724e+06 |     4.54097     |
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| 18298 | 3.01903e+06 |     7.10618     |
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| 18299 | 3.02081e+06 |     6.68384     |
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| 18300 | 3.02259e+06 |     3.75829     |
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| 18301 | 3.02437e+06 |     4.7716      |
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| 18302 | 3.02615e+06 |     3.99559     |
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| 18303 | 3.02794e+06 |     3.50526     |
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| 18304 | 3.00124e+06 |     4.63542     |
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| 18305 | 3.00302e+06 |     4.18659     |
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| 18306 | 3.0048e+06  |     5.27553     |
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| 18307 | 3.00658e+06 |     7.43135     |
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| 18308 | 3.00837e+06 |     5.7145      |
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| 18309 | 3.01015e+06 |     4.83897     |
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| 18310 | 3.01193e+06 |     4.16738     |
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| 18311 | 3.01371e+06 |     4.50559     |
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| 18312 | 3.0155e+06  |     3.94559     |
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| 18313 | 3.01728e+06 |     5.41031     |
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| 18314 | 3.01906e+06 |     6.86871     |
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| 18315 | 3.02084e+06 |     5.41987     |
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| 18316 | 3.02262e+06 |     4.98478     |
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| 18317 | 3.0244e+06  |     4.44668     |
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| 18318 | 3.02619e+06 |     4.46703     |
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| 18319 | 3.02797e+06 |     3.92071     |
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| 18320 | 3.00127e+06 |     5.50241     |
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| 18321 | 3.00305e+06 |     6.68301     |
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| 18322 | 3.00484e+06 |     6.76325     |
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| 18323 | 3.00662e+06 |     7.95942     |
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| 18324 | 3.0084e+06  |     6.98673     |
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| 18325 | 3.01018e+06 |     4.8378      |
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| 18326 | 3.01196e+06 |     4.13634     |
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| 18327 | 3.01375e+06 |     5.19495     |
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| 18328 | 3.01553e+06 |     6.52181     |
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| 18329 | 3.01731e+06 |     6.69097     |
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| 18330 | 3.01909e+06 |     7.9079      |
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| 18331 | 3.02087e+06 |     6.93205     |
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| 18332 | 3.02266e+06 |     4.77854     |
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| 18333 | 3.02444e+06 |     4.0754      |
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| 18334 | 3.02622e+06 |     5.13387     |
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| 18335 | 3.028e+06   |     6.46091     |
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| 18336 | 3.0013e+06  |     3.25264     |
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| 18337 | 3.00309e+06 |     4.02751     |
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| 18338 | 3.00487e+06 |     4.34732     |
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| 18339 | 3.00665e+06 |     6.31814     |
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| 18340 | 3.00843e+06 |     7.3934      |
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| 18341 | 3.01022e+06 |     3.71259     |
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| 18342 | 3.012e+06   |     4.03851     |
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| 18343 | 3.01378e+06 |     4.04989     |
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| 18344 | 3.01556e+06 |     4.35915     |
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| 18345 | 3.01734e+06 |     4.30833     |
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| 18346 | 3.01912e+06 |     6.26609     |
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| 18347 | 3.02091e+06 |     7.38075     |
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| 18348 | 3.02269e+06 |     3.70848     |
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| 18349 | 3.02447e+06 |     4.03138     |
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| 18350 | 3.02625e+06 |     4.04127     |
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| 18351 | 3.02804e+06 |     4.35061     |
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| 18352 | 3.00134e+06 |     6.31371     |
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| 18353 | 3.00312e+06 |     6.43494     |
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| 18354 | 3.0049e+06  |     9.52308     |
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| 18355 | 3.00668e+06 |    10.2495      |
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| 18356 | 3.00847e+06 |    12.4391      |
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| 18357 | 3.01025e+06 |     7.15775     |
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| 18358 | 3.01203e+06 |     7.83359     |
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| 18359 | 3.01381e+06 |     6.38224     |
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| 18360 | 3.01559e+06 |     6.40833     |
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| 18361 | 3.01738e+06 |     9.47276     |
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| 18362 | 3.01916e+06 |    10.2036      |
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| 18363 | 3.02094e+06 |    12.3897      |
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| 18364 | 3.02272e+06 |     7.10819     |
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| 18365 | 3.0245e+06  |     7.78616     |
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| 18366 | 3.02629e+06 |     6.33386     |
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| 18367 | 3.02807e+06 |     6.35991     |
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| 18368 | 3.00137e+06 |     5.55081     |
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| 18369 | 3.00315e+06 |     4.70714     |
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| 18370 | 3.00494e+06 |     6.17329     |
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| 18371 | 3.00672e+06 |     6.75694     |
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| 18372 | 3.0085e+06  |     7.27091     |
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| 18373 | 3.01028e+06 |     6.68519     |
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| 18374 | 3.01206e+06 |     6.49427     |
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| 18375 | 3.01384e+06 |     5.64799     |
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| 18376 | 3.01563e+06 |     4.74041     |
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| 18377 | 3.01741e+06 |     6.17259     |
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| 18378 | 3.01919e+06 |     6.77522     |
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| 18379 | 3.02097e+06 |     7.29721     |
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| 18380 | 3.02276e+06 |     6.69701     |
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| 18381 | 3.02454e+06 |     6.52072     |
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| 18382 | 3.02632e+06 |     5.67184     |
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| 18383 | 3.0281e+06  |     4.76401     |
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| 18384 | 3.0014e+06  |     2.13341     |
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| 18385 | 3.00319e+06 |     1.55301     |
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| 18386 | 3.00497e+06 |     3.00364     |
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| 18387 | 3.00675e+06 |     3.05885     |
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| 18388 | 3.00853e+06 |     2.76027     |
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| 18389 | 3.01031e+06 |     2.11503     |
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| 18390 | 3.0121e+06  |     2.53801     |
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| 18391 | 3.01388e+06 |     1.68839     |
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| 18392 | 3.01566e+06 |     1.55293     |
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| 18393 | 3.01744e+06 |     2.94889     |
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| 18394 | 3.01922e+06 |     2.97599     |
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| 18395 | 3.02101e+06 |     2.71033     |
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| 18396 | 3.02279e+06 |     2.04184     |
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| 18397 | 3.02457e+06 |     2.47903     |
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| 18398 | 3.02635e+06 |     1.62128     |
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| 18399 | 3.02813e+06 |     1.49034     |
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| 18400 | 3.00144e+06 |     8.08556     |
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| 18401 | 3.00322e+06 |     9.19973     |
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| 18402 | 3.005e+06   |     9.83486     |
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| 18403 | 3.00678e+06 |    12.1213      |
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| 18404 | 3.00856e+06 |     5.83662     |
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| 18405 | 3.01035e+06 |    10.1133      |
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| 18406 | 3.01213e+06 |     8.085       |
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| 18407 | 3.01391e+06 |     7.11884     |
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| 18408 | 3.01569e+06 |     8.4605      |
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| 18409 | 3.01748e+06 |     9.88668     |
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| 18410 | 3.01926e+06 |    11.0604      |
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| 18411 | 3.02104e+06 |     5.27938     |
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| 18412 | 3.02282e+06 |    10.3485      |
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| 18413 | 3.0246e+06  |     7.99677     |
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| 18414 | 3.02638e+06 |     6.86662     |
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| 18415 | 3.02817e+06 |     8.20606     |
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| 18416 | 3.00147e+06 |     5.10497     |
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| 18417 | 3.00325e+06 |     6.95147     |
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| 18418 | 3.00503e+06 |     9.4219      |
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| 18419 | 3.00682e+06 |    11.03        |
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| 18420 | 3.0086e+06  |     7.18365     |
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| 18421 | 3.01038e+06 |     4.01487     |
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| 18422 | 3.01216e+06 |     3.05993     |
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| 18423 | 3.01394e+06 |     4.71599     |
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| 18424 | 3.01573e+06 |     6.85286     |
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| 18425 | 3.01751e+06 |     9.38951     |
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| 18426 | 3.01929e+06 |    11.0258      |
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| 18427 | 3.02107e+06 |     7.19652     |
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| 18428 | 3.02285e+06 |     4.0431      |
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| 18429 | 3.02464e+06 |     3.10074     |
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| 18430 | 3.02642e+06 |     4.765       |
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| 18431 | 3.0282e+06  |     6.90855     |
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| 18433 | 3.00328e+06 |     1.18117     |
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| 18434 | 3.00507e+06 |     1.11203     |
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| 18435 | 3.00685e+06 |     2.95465     |
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| 18436 | 3.00863e+06 |     2.34622     |
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| 18437 | 3.01041e+06 |     1.1055      |
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| 18438 | 3.0122e+06  |     0.294403    |
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| 18439 | 3.01398e+06 |     0.224982    |
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| 18440 | 3.01576e+06 |     0.928767    |
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| 18441 | 3.01754e+06 |     1.04913     |
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| 18442 | 3.01932e+06 |     2.86636     |
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| 18443 | 3.0211e+06  |     2.28141     |
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| 18444 | 3.02289e+06 |     1.0353      |
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| 18445 | 3.02467e+06 |     0.227413    |
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| 18446 | 3.02645e+06 |     0.156979    |
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| 18447 | 3.02823e+06 |     0.861216    |
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| 18448 | 3.00154e+06 |     7.50607     |
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| 18449 | 3.00332e+06 |     8.03044     |
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| 18450 | 3.0051e+06  |    10.5669      |
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| 18451 | 3.00688e+06 |    11.8989      |
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| 18452 | 3.00866e+06 |    11.9971      |
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| 18453 | 3.01045e+06 |     8.33856     |
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| 18454 | 3.01223e+06 |     9.49424     |
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| 18455 | 3.01401e+06 |     8.07904     |
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| 18457 | 3.01757e+06 |    10.6862      |
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| 18458 | 3.01936e+06 |    11.9998      |
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| 18459 | 3.02114e+06 |    12.1005      |
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| 18460 | 3.02292e+06 |     8.4383      |
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| 18461 | 3.0247e+06  |     9.58525     |
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| 18462 | 3.02648e+06 |     8.1773      |
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| 18463 | 3.02827e+06 |     8.15229     |
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| 18464 | 3.00157e+06 |     4.05256     |
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| 18465 | 3.00335e+06 |     5.13875     |
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| 18466 | 3.00513e+06 |     6.7737      |
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| 18467 | 3.00692e+06 |     9.55792     |
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| 18468 | 3.0087e+06  |     9.46621     |
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| 18469 | 3.01048e+06 |     6.03154     |
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| 18470 | 3.01226e+06 |     4.90058     |
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| 18471 | 3.01404e+06 |     4.17527     |
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| 18472 | 3.01582e+06 |     5.10624     |
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| 18473 | 3.01761e+06 |     6.76205     |
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| 18474 | 3.01939e+06 |     9.53895     |
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| 18475 | 3.02117e+06 |     9.44787     |
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| 18476 | 3.02295e+06 |     6.0119      |
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| 18477 | 3.02474e+06 |     4.88127     |
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| 18478 | 3.02652e+06 |     4.15572     |
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| 18479 | 3.0283e+06  |     5.08666     |
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| 18480 | 3.0016e+06  |     5.45962     |
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| 18481 | 3.00338e+06 |     5.09317     |
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| 18482 | 3.00517e+06 |     4.16385     |
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| 18483 | 3.00695e+06 |     7.94147     |
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| 18484 | 3.00873e+06 |     7.58965     |
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| 18485 | 3.01051e+06 |     4.27919     |
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| 18486 | 3.01229e+06 |     4.31483     |
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| 18487 | 3.01408e+06 |     5.66706     |
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| 18488 | 3.01586e+06 |     5.09803     |
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| 18489 | 3.01764e+06 |     4.22263     |
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| 18490 | 3.01942e+06 |     7.92877     |
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| 18491 | 3.0212e+06  |     7.64229     |
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| 18492 | 3.02299e+06 |     4.26842     |
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| 18493 | 3.02477e+06 |     4.3646      |
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| 18494 | 3.02655e+06 |     5.65913     |
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| 18495 | 3.02833e+06 |     5.14533     |
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| 18496 | 3.00164e+06 |    20.6754      |
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| 18497 | 3.00342e+06 |    20.3847      |
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| 18498 | 3.0052e+06  |    23.2148      |
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| 18499 | 3.00698e+06 |    28.7708      |
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| 18500 | 3.00876e+06 |    28.4646      |
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| 18501 | 3.01054e+06 |    22.0297      |
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| 18502 | 3.01233e+06 |    22.156       |
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| 18503 | 3.01411e+06 |    21.0954      |
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| 18504 | 3.01589e+06 |    19.7749      |
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| 18505 | 3.01767e+06 |    23.6534      |
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| 18506 | 3.01946e+06 |    28.2345      |
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| 18507 | 3.02124e+06 |    28.8496      |
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| 18508 | 3.02302e+06 |    21.5673      |
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| 18509 | 3.0248e+06  |    22.5031      |
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| 18510 | 3.02658e+06 |    20.6531      |
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| 18511 | 3.02836e+06 |    20.0478      |
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| 18512 | 3.00167e+06 |     3.05242     |
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| 18513 | 3.00345e+06 |     2.63436     |
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| 18514 | 3.00523e+06 |     3.50129     |
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| 18515 | 3.00701e+06 |     4.53015     |
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| 18516 | 3.0088e+06  |     4.38203     |
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| 18517 | 3.01058e+06 |     2.46964     |
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| 18518 | 3.01236e+06 |     2.32662     |
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| 18519 | 3.01414e+06 |     3.14912     |
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| 18520 | 3.01592e+06 |     2.75721     |
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| 18521 | 3.01771e+06 |     3.59968     |
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| 18522 | 3.01949e+06 |     4.61702     |
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| 18523 | 3.02127e+06 |     4.45986     |
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| 18524 | 3.02305e+06 |     2.54114     |
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| 18525 | 3.02483e+06 |     2.39371     |
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| 18526 | 3.02662e+06 |     3.21303     |
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| 18527 | 3.0284e+06  |     2.8189      |
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| 18528 | 3.0017e+06  |     8.80347     |
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| 18529 | 3.00348e+06 |     9.82444     |
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| 18530 | 3.00526e+06 |     8.49156     |
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| 18531 | 3.00705e+06 |    13.4204      |
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| 18532 | 3.00883e+06 |    13.6629      |
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| 18533 | 3.01061e+06 |     7.86628     |
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| 18534 | 3.01239e+06 |     7.76889     |
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| 18535 | 3.01418e+06 |     8.55384     |
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| 18536 | 3.01596e+06 |     9.68656     |
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| 18537 | 3.01774e+06 |     8.42411     |
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| 18538 | 3.01952e+06 |    13.3491      |
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| 18539 | 3.0213e+06  |    13.5929      |
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| 18540 | 3.02308e+06 |     7.79643     |
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| 18541 | 3.02487e+06 |     7.69824     |
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| 18542 | 3.02665e+06 |     8.48368     |
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| 18543 | 3.02843e+06 |     9.61642     |
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| 18544 | 3.00173e+06 |    -0.0152115   |
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| 18545 | 3.00352e+06 |     0.268498    |
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| 18546 | 3.0053e+06  |     0.243109    |
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| 18547 | 3.00708e+06 |     0.642819    |
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| 18548 | 3.00886e+06 |     0.274571    |
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| 18549 | 3.01064e+06 |     0.141819    |
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| 18550 | 3.01243e+06 |    -0.0126324   |
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| 18551 | 3.01421e+06 |     0.160211    |
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| 18552 | 3.01599e+06 |     0.308204    |
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| 18553 | 3.01777e+06 |     0.251189    |
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| 18554 | 3.01955e+06 |     0.642529    |
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| 18555 | 3.02134e+06 |     0.271726    |
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| 18556 | 3.02312e+06 |     0.138093    |
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| 18557 | 3.0249e+06  |    -0.0166909   |
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| 18558 | 3.02668e+06 |     0.156023    |
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| 18559 | 3.02846e+06 |     0.303963    |
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| 18560 | 3.00177e+06 |    11.782       |
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| 18561 | 3.00355e+06 |    11.8775      |
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| 18562 | 3.00533e+06 |    10.4215      |
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| 18563 | 3.00711e+06 |    16.8093      |
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| 18564 | 3.0089e+06  |    18.9755      |
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| 18565 | 3.01068e+06 |    11.2483      |
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| 18566 | 3.01246e+06 |    12.3095      |
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| 18567 | 3.01424e+06 |    11.7182      |
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| 18568 | 3.01602e+06 |    11.2988      |
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| 18569 | 3.0178e+06  |    11.9732      |
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| 18570 | 3.01959e+06 |    16.0984      |
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| 18571 | 3.02137e+06 |    18.6766      |
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| 18572 | 3.02315e+06 |    11.5794      |
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| 18573 | 3.02493e+06 |    11.4643      |
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| 18574 | 3.02672e+06 |    11.692       |
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| 18575 | 3.0285e+06  |    11.3514      |
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| 18576 | 3.0018e+06  |     3.58493     |
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| 18577 | 3.00358e+06 |     5.83599     |
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| 18578 | 3.00536e+06 |     5.7951      |
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| 18579 | 3.00715e+06 |     7.74361     |
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| 18580 | 3.00893e+06 |     6.97075     |
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| 18581 | 3.01071e+06 |     7.28607     |
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| 18582 | 3.01249e+06 |     4.27653     |
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| 18583 | 3.01427e+06 |     3.47128     |
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| 18584 | 3.01606e+06 |     5.82456     |
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| 18585 | 3.01784e+06 |     5.77819     |
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| 18586 | 3.01962e+06 |     7.73206     |
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| 18587 | 3.0214e+06  |     6.96308     |
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| 18588 | 3.02318e+06 |     7.28278     |
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| 18589 | 3.02497e+06 |     4.27415     |
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| 18590 | 3.02675e+06 |     3.47064     |
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| 18591 | 3.02853e+06 |     5.82508     |
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| 18592 | 3.00183e+06 |    -0.200159    |
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| 18593 | 3.00362e+06 |     0.845083    |
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| 18594 | 3.0054e+06  |     1.16578     |
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| 18595 | 3.00718e+06 |     1.13122     |
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| 18596 | 3.00896e+06 |     1.30245     |
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| 18597 | 3.01074e+06 |     0.97061     |
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| 18598 | 3.01252e+06 |     0.745365    |
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| 18599 | 3.01431e+06 |    -0.201508    |
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| 18600 | 3.01609e+06 |     0.85485     |
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| 18601 | 3.01787e+06 |     1.17355     |
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| 18602 | 3.01965e+06 |     1.14537     |
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| 18603 | 3.02144e+06 |     1.30591     |
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| 18604 | 3.02322e+06 |     0.980245    |
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| 18605 | 3.025e+06   |     0.762102    |
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| 18606 | 3.02678e+06 |    -0.187107    |
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| 18607 | 3.02856e+06 |     0.869528    |
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| 18608 | 3.00187e+06 |     4.22464     |
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| 18609 | 3.00365e+06 |     3.58915     |
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| 18610 | 3.00543e+06 |     3.5732      |
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| 18611 | 3.00721e+06 |     4.57316     |
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| 18612 | 3.00899e+06 |     3.85962     |
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| 18613 | 3.01078e+06 |     3.67089     |
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| 18614 | 3.01256e+06 |     4.23229     |
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| 18615 | 3.01434e+06 |     4.30429     |
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| 18616 | 3.01612e+06 |     3.99762     |
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| 18617 | 3.0179e+06  |     3.991       |
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| 18618 | 3.01969e+06 |     4.59343     |
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| 18619 | 3.02147e+06 |     3.73191     |
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| 18620 | 3.02325e+06 |     3.55821     |
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| 18621 | 3.02503e+06 |     4.27812     |
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| 18622 | 3.02681e+06 |     4.34259     |
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| 18623 | 3.0286e+06  |     4.01035     |
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| 18624 | 3.0019e+06  |     1.5563      |
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| 18625 | 3.00368e+06 |     1.42071     |
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| 18626 | 3.00546e+06 |     2.19906     |
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| 18627 | 3.00724e+06 |     1.9702      |
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| 18628 | 3.00903e+06 |     1.09505     |
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| 18629 | 3.01081e+06 |     2.12778     |
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| 18630 | 3.01259e+06 |     0.982251    |
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| 18631 | 3.01437e+06 |     1.60813     |
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| 18632 | 3.01616e+06 |     1.31111     |
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| 18633 | 3.01794e+06 |     2.08993     |
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| 18634 | 3.01972e+06 |     1.86953     |
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| 18635 | 3.0215e+06  |     1.00165     |
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| 18636 | 3.02328e+06 |     2.04023     |
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| 18637 | 3.02506e+06 |     0.899236    |
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| 18638 | 3.02685e+06 |     1.52884     |
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| 18639 | 3.02863e+06 |     1.23472     |
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| 18640 | 3.00193e+06 |     6.63223     |
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| 18641 | 3.00371e+06 |     8.78464     |
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| 18642 | 3.0055e+06  |     9.77988     |
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| 18643 | 3.00728e+06 |    13.0194      |
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| 18644 | 3.00906e+06 |    10.0574      |
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| 18645 | 3.01084e+06 |     7.53861     |
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| 18646 | 3.01262e+06 |     7.26157     |
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| 18647 | 3.01441e+06 |     6.34958     |
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| 18648 | 3.01619e+06 |     8.12381     |
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| 18649 | 3.01797e+06 |     9.82864     |
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| 18650 | 3.01975e+06 |    13.1624      |
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| 18651 | 3.02153e+06 |    10.0479      |
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| 18652 | 3.02332e+06 |     7.51816     |
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| 18653 | 3.0251e+06  |     7.25627     |
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| 18654 | 3.02688e+06 |     6.36201     |
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| 18655 | 3.02866e+06 |     8.13339     |
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| 18656 | 3.00196e+06 |     3.70952     |
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| 18657 | 3.00375e+06 |     4.7537      |
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| 18658 | 3.00553e+06 |     7.46646     |
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| 18659 | 3.00731e+06 |     9.24047     |
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| 18660 | 3.00909e+06 |     7.72201     |
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| 18661 | 3.01088e+06 |     6.079       |
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| 18662 | 3.01266e+06 |     5.0437      |
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| 18663 | 3.01444e+06 |     3.45396     |
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| 18664 | 3.01622e+06 |     4.94724     |
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| 18665 | 3.018e+06   |     7.23884     |
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| 18666 | 3.01978e+06 |     9.29878     |
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| 18667 | 3.02157e+06 |     7.57461     |
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| 18668 | 3.02335e+06 |     6.07879     |
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| 18669 | 3.02513e+06 |     4.9707      |
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| 18670 | 3.02691e+06 |     3.44019     |
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| 18671 | 3.0287e+06  |     4.88142     |
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| 18672 | 3.002e+06   |     2.72034     |
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| 18673 | 3.00378e+06 |     3.2291      |
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| 18674 | 3.00556e+06 |     2.92891     |
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| 18675 | 3.00734e+06 |     4.1084      |
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| 18676 | 3.00913e+06 |     2.38998     |
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| 18677 | 3.01091e+06 |     3.60405     |
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| 18678 | 3.01269e+06 |     2.90593     |
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| 18679 | 3.01447e+06 |     2.93293     |
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| 18680 | 3.01625e+06 |     2.85062     |
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| 18681 | 3.01804e+06 |     3.05207     |
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| 18682 | 3.01982e+06 |     4.09496     |
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| 18683 | 3.0216e+06  |     2.38925     |
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| 18684 | 3.02338e+06 |     3.58891     |
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| 18685 | 3.02516e+06 |     2.72377     |
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| 18686 | 3.02695e+06 |     2.92736     |
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| 18687 | 3.02873e+06 |     2.90388     |
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| 18688 | 3.00203e+06 |    10.9399      |
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| 18689 | 3.00381e+06 |     9.68535     |
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| 18690 | 3.0056e+06  |     8.46905     |
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| 18691 | 3.00738e+06 |    12.0523      |
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| 18692 | 3.00916e+06 |     8.61857     |
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| 18693 | 3.01094e+06 |     9.19945     |
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| 18695 | 3.0145e+06  |    10.8511      |
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| 18696 | 3.01629e+06 |     9.67277     |
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| 18698 | 3.01985e+06 |    12.0929      |
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| 18699 | 3.02163e+06 |     8.66614     |
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| 18700 | 3.02342e+06 |     9.24959     |
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| 18701 | 3.0252e+06  |     9.29032     |
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| 18702 | 3.02698e+06 |    10.903       |
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| 18703 | 3.02876e+06 |     9.72494     |
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| 18704 | 3.00206e+06 |     6.66122     |
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| 18705 | 3.00385e+06 |     6.65883     |
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| 18706 | 3.00563e+06 |    10.1468      |
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| 18707 | 3.00741e+06 |    11.4683      |
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| 18708 | 3.00919e+06 |    12.9905      |
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| 18709 | 3.01097e+06 |     8.32344     |
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| 18710 | 3.01276e+06 |     7.94406     |
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| 18711 | 3.01454e+06 |     6.98122     |
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| 18712 | 3.01632e+06 |     6.99972     |
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| 18713 | 3.0181e+06  |    10.3594      |
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| 18714 | 3.01988e+06 |    11.6799      |
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| 18715 | 3.02167e+06 |    13.1126      |
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| 18716 | 3.02345e+06 |     8.44338     |
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| 18717 | 3.02523e+06 |     8.00455     |
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| 18718 | 3.02701e+06 |     7.06142     |
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| 18719 | 3.02879e+06 |     7.07103     |
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| 18720 | 3.0021e+06  |     6.24662     |
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| 18721 | 3.00388e+06 |     5.31346     |
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| 18722 | 3.00566e+06 |     6.21226     |
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| 18723 | 3.00744e+06 |     7.06795     |
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| 18724 | 3.00922e+06 |     8.06438     |
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| 18725 | 3.01101e+06 |     5.12328     |
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| 18726 | 3.01279e+06 |     5.39813     |
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| 18727 | 3.01457e+06 |     6.45239     |
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| 18728 | 3.01635e+06 |     5.55133     |
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| 18729 | 3.01814e+06 |     6.30659     |
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| 18730 | 3.01992e+06 |     7.13863     |
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| 18731 | 3.0217e+06  |     8.10852     |
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| 18732 | 3.02348e+06 |     5.15852     |
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| 18733 | 3.02526e+06 |     5.42757     |
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| 18734 | 3.02704e+06 |     6.47931     |
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| 18735 | 3.02883e+06 |     5.57687     |
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| 18736 | 3.00213e+06 |     2.81486     |
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| 18737 | 3.00391e+06 |     2.20147     |
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| 18738 | 3.00569e+06 |     2.24982     |
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| 18739 | 3.00748e+06 |     3.58627     |
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| 18740 | 3.00926e+06 |     3.46988     |
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| 18741 | 3.01104e+06 |     2.94839     |
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| 18742 | 3.01282e+06 |     2.93981     |
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| 18743 | 3.0146e+06  |     2.81195     |
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| 18744 | 3.01639e+06 |     2.20995     |
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| 18745 | 3.01817e+06 |     2.2668      |
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| 18746 | 3.01995e+06 |     3.60962     |
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| 18747 | 3.02173e+06 |     3.4988      |
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| 18748 | 3.02351e+06 |     2.98235     |
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| 18749 | 3.0253e+06  |     2.97759     |
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| 18750 | 3.02708e+06 |     2.8528      |
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| 18751 | 3.02886e+06 |     2.2534      |
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| 18752 | 3.00216e+06 |    51.3025      |
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| 18753 | 3.00394e+06 |    55.5893      |
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| 18754 | 3.00573e+06 |    53.7031      |
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| 18755 | 3.00751e+06 |    61.6799      |
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| 18756 | 3.00929e+06 |    68.0712      |
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| 18757 | 3.01107e+06 |    60.0389      |
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| 18758 | 3.01286e+06 |    53.3191      |
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| 18759 | 3.01464e+06 |    58.5635      |
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| 18760 | 3.01642e+06 |    59.3529      |
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| 18761 | 3.0182e+06  |    57.6393      |
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| 18762 | 3.01998e+06 |    65.7635      |
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| 18763 | 3.02176e+06 |    72.1577      |
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| 18764 | 3.02355e+06 |    64.1182      |
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| 18765 | 3.02533e+06 |    57.3805      |
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| 18766 | 3.02711e+06 |    62.6243      |
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| 18767 | 3.02889e+06 |    63.4162      |
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| 18768 | 3.0022e+06  |     2.81483     |
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| 18769 | 3.00398e+06 |     7.55376     |
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| 18770 | 3.00576e+06 |     5.12205     |
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| 18771 | 3.00754e+06 |     8.0673      |
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| 18772 | 3.00932e+06 |     6.91621     |
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| 18773 | 3.01111e+06 |     5.55258     |
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| 18774 | 3.01289e+06 |     4.54267     |
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| 18775 | 3.01467e+06 |     4.28743     |
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| 18776 | 3.01645e+06 |     5.57571     |
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| 18777 | 3.01823e+06 |     6.15501     |
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| 18778 | 3.02002e+06 |     7.51195     |
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| 18779 | 3.0218e+06  |     7.3719      |
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| 18780 | 3.02358e+06 |     5.41232     |
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| 18781 | 3.02536e+06 |     4.76367     |
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| 18782 | 3.02714e+06 |     4.29176     |
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| 18783 | 3.02893e+06 |     5.71111     |
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| 18784 | 3.00223e+06 |     8.94018     |
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| 18785 | 3.00401e+06 |     9.17508     |
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| 18786 | 3.00579e+06 |    10.2911      |
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| 18787 | 3.00758e+06 |    14.2431      |
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| 18788 | 3.00936e+06 |    13.223       |
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| 18789 | 3.01114e+06 |    11.2701      |
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| 18790 | 3.01292e+06 |     9.24192     |
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| 18791 | 3.0147e+06  |     9.08171     |
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| 18792 | 3.01648e+06 |     9.94295     |
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| 18793 | 3.01827e+06 |    10.6969      |
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| 18794 | 3.02005e+06 |    14.2835      |
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| 18795 | 3.02183e+06 |    13.7803      |
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| 18796 | 3.02361e+06 |    11.3097      |
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| 18797 | 3.0254e+06  |     9.30359     |
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| 18798 | 3.02718e+06 |     9.28072     |
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| 18799 | 3.02896e+06 |    10.0945      |
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| 18800 | 3.00226e+06 |    21.9459      |
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| 18801 | 3.00404e+06 |    11.459       |
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| 18802 | 3.00583e+06 |    19.3734      |
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| 18803 | 3.00761e+06 |    15.4993      |
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| 18804 | 3.00939e+06 |    19.8854      |
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| 18805 | 3.01117e+06 |    14.7555      |
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| 18806 | 3.01295e+06 |    27.7691      |
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| 18807 | 3.01474e+06 |    18.891       |
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| 18808 | 3.01652e+06 |    17.3725      |
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| 18809 | 3.0183e+06  |    18.0101      |
+-------+-------------+-----------------+
| 18810 | 3.02008e+06 |    20.2485      |
+-------+-------------+-----------------+
| 18811 | 3.02186e+06 |    19.5223      |
+-------+-------------+-----------------+
| 18812 | 3.02365e+06 |    18.6915      |
+-------+-------------+-----------------+
| 18813 | 3.02543e+06 |    28.2126      |
+-------+-------------+-----------------+
| 18814 | 3.02721e+06 |    22.2612      |
+-------+-------------+-----------------+
| 18815 | 3.02899e+06 |    18.1932      |
+-------+-------------+-----------------+
| 18816 | 3.0023e+06  |     1.97538     |
+-------+-------------+-----------------+
| 18817 | 3.00408e+06 |     2.26888     |
+-------+-------------+-----------------+
| 18818 | 3.00586e+06 |     3.97425     |
+-------+-------------+-----------------+
| 18819 | 3.00764e+06 |     7.41469     |
+-------+-------------+-----------------+
| 18820 | 3.00942e+06 |     6.14807     |
+-------+-------------+-----------------+
| 18821 | 3.0112e+06  |     3.64685     |
+-------+-------------+-----------------+
| 18822 | 3.01299e+06 |     2.76477     |
+-------+-------------+-----------------+
| 18823 | 3.01477e+06 |     2.12706     |
+-------+-------------+-----------------+
| 18824 | 3.01655e+06 |     2.42305     |
+-------+-------------+-----------------+
| 18825 | 3.01833e+06 |     4.08509     |
+-------+-------------+-----------------+
| 18826 | 3.02012e+06 |     7.50704     |
+-------+-------------+-----------------+
| 18827 | 3.0219e+06  |     6.22937     |
+-------+-------------+-----------------+
| 18828 | 3.02368e+06 |     3.72365     |
+-------+-------------+-----------------+
| 18829 | 3.02546e+06 |     2.83858     |
+-------+-------------+-----------------+
| 18830 | 3.02724e+06 |     2.19919     |
+-------+-------------+-----------------+
| 18831 | 3.02902e+06 |     2.49435     |
+-------+-------------+-----------------+
| 18832 | 3.00233e+06 |     9.01502     |
+-------+-------------+-----------------+
| 18833 | 3.00411e+06 |     9.70275     |
+-------+-------------+-----------------+
| 18834 | 3.00589e+06 |    17.7643      |
+-------+-------------+-----------------+
| 18835 | 3.00767e+06 |    11.0604      |
+-------+-------------+-----------------+
| 18836 | 3.00946e+06 |    11.1004      |
+-------+-------------+-----------------+
| 18837 | 3.01124e+06 |    11.6129      |
+-------+-------------+-----------------+
| 18838 | 3.01302e+06 |     9.98044     |
+-------+-------------+-----------------+
| 18839 | 3.0148e+06  |     8.592       |
+-------+-------------+-----------------+
| 18840 | 3.01658e+06 |     9.22302     |
+-------+-------------+-----------------+
| 18841 | 3.01837e+06 |    17.5872      |
+-------+-------------+-----------------+
| 18842 | 3.02015e+06 |    11.0172      |
+-------+-------------+-----------------+
| 18843 | 3.02193e+06 |    11.0876      |
+-------+-------------+-----------------+
| 18844 | 3.02371e+06 |    11.6037      |
+-------+-------------+-----------------+
| 18845 | 3.02549e+06 |     9.96801     |
+-------+-------------+-----------------+
| 18846 | 3.02728e+06 |     8.57559     |
+-------+-------------+-----------------+
| 18847 | 3.02906e+06 |     9.20625     |
+-------+-------------+-----------------+
| 18848 | 3.00236e+06 |     8.16496     |
+-------+-------------+-----------------+
| 18849 | 3.00414e+06 |     9.46558     |
+-------+-------------+-----------------+
| 18850 | 3.00592e+06 |    13.5559      |
+-------+-------------+-----------------+
| 18851 | 3.00771e+06 |    13.9122      |
+-------+-------------+-----------------+
| 18852 | 3.00949e+06 |    13.7539      |
+-------+-------------+-----------------+
| 18853 | 3.01127e+06 |    13.0042      |
+-------+-------------+-----------------+
| 18854 | 3.01305e+06 |     8.77062     |
+-------+-------------+-----------------+
| 18855 | 3.01484e+06 |     8.00208     |
+-------+-------------+-----------------+
| 18856 | 3.01662e+06 |     9.58885     |
+-------+-------------+-----------------+
| 18857 | 3.0184e+06  |    13.6313      |
+-------+-------------+-----------------+
| 18858 | 3.02018e+06 |    13.9518      |
+-------+-------------+-----------------+
| 18859 | 3.02196e+06 |    13.7804      |
+-------+-------------+-----------------+
| 18860 | 3.02374e+06 |    13.0271      |
+-------+-------------+-----------------+
| 18861 | 3.02553e+06 |     8.79312     |
+-------+-------------+-----------------+
| 18862 | 3.02731e+06 |     8.02573     |
+-------+-------------+-----------------+
| 18863 | 3.02909e+06 |     9.61266     |
+-------+-------------+-----------------+
| 18864 | 3.00239e+06 |     1.84661     |
+-------+-------------+-----------------+
| 18865 | 3.00418e+06 |     3.65483     |
+-------+-------------+-----------------+
| 18866 | 3.00596e+06 |     5.4585      |
+-------+-------------+-----------------+
| 18867 | 3.00774e+06 |     7.19615     |
+-------+-------------+-----------------+
| 18868 | 3.00952e+06 |     6.95628     |
+-------+-------------+-----------------+
| 18869 | 3.0113e+06  |     2.85208     |
+-------+-------------+-----------------+
| 18870 | 3.01309e+06 |     2.39446     |
+-------+-------------+-----------------+
| 18871 | 3.01487e+06 |     2.03228     |
+-------+-------------+-----------------+
| 18872 | 3.01665e+06 |     3.58633     |
+-------+-------------+-----------------+
| 18873 | 3.01843e+06 |     5.41848     |
+-------+-------------+-----------------+
| 18874 | 3.02021e+06 |     7.19181     |
+-------+-------------+-----------------+
| 18875 | 3.022e+06   |     6.95763     |
+-------+-------------+-----------------+
| 18876 | 3.02378e+06 |     2.90432     |
+-------+-------------+-----------------+
| 18877 | 3.02556e+06 |     2.45929     |
+-------+-------------+-----------------+
| 18878 | 3.02734e+06 |     2.03655     |
+-------+-------------+-----------------+
| 18879 | 3.02912e+06 |     3.58784     |
+-------+-------------+-----------------+
| 18880 | 3.00243e+06 |     5.77747     |
+-------+-------------+-----------------+
| 18881 | 3.00421e+06 |     4.46286     |
+-------+-------------+-----------------+
| 18882 | 3.00599e+06 |     7.20869     |
+-------+-------------+-----------------+
| 18883 | 3.00777e+06 |     9.51349     |
+-------+-------------+-----------------+
| 18884 | 3.00956e+06 |     8.08758     |
+-------+-------------+-----------------+
| 18885 | 3.01134e+06 |     5.49204     |
+-------+-------------+-----------------+
| 18886 | 3.01312e+06 |     5.16831     |
+-------+-------------+-----------------+
| 18887 | 3.0149e+06  |     6.01122     |
+-------+-------------+-----------------+
| 18888 | 3.01668e+06 |     4.59047     |
+-------+-------------+-----------------+
| 18889 | 3.01846e+06 |     7.27906     |
+-------+-------------+-----------------+
| 18890 | 3.02025e+06 |     9.55052     |
+-------+-------------+-----------------+
| 18891 | 3.02203e+06 |     8.10632     |
+-------+-------------+-----------------+
| 18892 | 3.02381e+06 |     5.50038     |
+-------+-------------+-----------------+
| 18893 | 3.02559e+06 |     5.17083     |
+-------+-------------+-----------------+
| 18894 | 3.02738e+06 |     6.01045     |
+-------+-------------+-----------------+
| 18895 | 3.02916e+06 |     4.58785     |
+-------+-------------+-----------------+
| 18896 | 3.00246e+06 |     8.53434     |
+-------+-------------+-----------------+
| 18897 | 3.00424e+06 |     8.47605     |
+-------+-------------+-----------------+
| 18898 | 3.00602e+06 |     9.4624      |
+-------+-------------+-----------------+
| 18899 | 3.00781e+06 |    10.2286      |
+-------+-------------+-----------------+
| 18900 | 3.00959e+06 |    11.401       |
+-------+-------------+-----------------+
| 18901 | 3.01137e+06 |    10.1803      |
+-------+-------------+-----------------+
| 18902 | 3.01315e+06 |     8.8833      |
+-------+-------------+-----------------+
| 18903 | 3.01493e+06 |     9.829       |
+-------+-------------+-----------------+
| 18904 | 3.01672e+06 |     9.34948     |
+-------+-------------+-----------------+
| 18905 | 3.0185e+06  |     9.88588     |
+-------+-------------+-----------------+
| 18906 | 3.02028e+06 |    10.6408      |
+-------+-------------+-----------------+
| 18907 | 3.02206e+06 |    11.6945      |
+-------+-------------+-----------------+
| 18908 | 3.02384e+06 |    10.4976      |
+-------+-------------+-----------------+
| 18909 | 3.02563e+06 |     9.16315     |
+-------+-------------+-----------------+
| 18910 | 3.02741e+06 |    10.1241      |
+-------+-------------+-----------------+
| 18911 | 3.02919e+06 |     9.63108     |
+-------+-------------+-----------------+
| 18912 | 3.00249e+06 |    -0.116285    |
+-------+-------------+-----------------+
| 18913 | 3.00428e+06 |    13.2379      |
+-------+-------------+-----------------+
| 18914 | 3.00606e+06 |     8.22171     |
+-------+-------------+-----------------+
| 18915 | 3.00784e+06 |     1.62911     |
+-------+-------------+-----------------+
| 18916 | 3.00962e+06 |    12.2461      |
+-------+-------------+-----------------+
| 18917 | 3.0114e+06  |     6.18632     |
+-------+-------------+-----------------+
| 18918 | 3.01318e+06 |     2.61797     |
+-------+-------------+-----------------+
| 18919 | 3.01497e+06 |     7.24918     |
+-------+-------------+-----------------+
| 18920 | 3.01675e+06 |     8.25331     |
+-------+-------------+-----------------+
| 18921 | 3.01853e+06 |     9.08976     |
+-------+-------------+-----------------+
| 18922 | 3.02031e+06 |     3.81097     |
+-------+-------------+-----------------+
| 18923 | 3.0221e+06  |     9.26066     |
+-------+-------------+-----------------+
| 18924 | 3.02388e+06 |     8.11398     |
+-------+-------------+-----------------+
| 18925 | 3.02566e+06 |     2.35018     |
+-------+-------------+-----------------+
| 18926 | 3.02744e+06 |     6.31202     |
+-------+-------------+-----------------+
| 18927 | 3.02922e+06 |     9.45239     |
+-------+-------------+-----------------+
| 18928 | 3.00253e+06 |     1.4725      |
+-------+-------------+-----------------+
| 18929 | 3.00431e+06 |     2.66834     |
+-------+-------------+-----------------+
| 18930 | 3.00609e+06 |     4.0897      |
+-------+-------------+-----------------+
| 18931 | 3.00787e+06 |     5.39678     |
+-------+-------------+-----------------+
| 18932 | 3.00965e+06 |     5.67042     |
+-------+-------------+-----------------+
| 18933 | 3.01144e+06 |     2.37565     |
+-------+-------------+-----------------+
| 18934 | 3.01322e+06 |     3.10692     |
+-------+-------------+-----------------+
| 18935 | 3.015e+06   |     1.72562     |
+-------+-------------+-----------------+
| 18936 | 3.01678e+06 |     2.9646      |
+-------+-------------+-----------------+
| 18937 | 3.01856e+06 |     4.30144     |
+-------+-------------+-----------------+
| 18938 | 3.02035e+06 |     5.51594     |
+-------+-------------+-----------------+
| 18939 | 3.02213e+06 |     5.72177     |
+-------+-------------+-----------------+
| 18940 | 3.02391e+06 |     2.38586     |
+-------+-------------+-----------------+
| 18941 | 3.02569e+06 |     3.09503     |
+-------+-------------+-----------------+
| 18942 | 3.02747e+06 |     1.70301     |
+-------+-------------+-----------------+
| 18943 | 3.02926e+06 |     2.9374      |
+-------+-------------+-----------------+
| 18944 | 3.00256e+06 |     8.72894     |
+-------+-------------+-----------------+
| 18945 | 3.00434e+06 |    10.0909      |
+-------+-------------+-----------------+
| 18946 | 3.00612e+06 |    10.4917      |
+-------+-------------+-----------------+
| 18947 | 3.0079e+06  |    14.3925      |
+-------+-------------+-----------------+
| 18948 | 3.00969e+06 |    11.4582      |
+-------+-------------+-----------------+
| 18949 | 3.01147e+06 |    11.8986      |
+-------+-------------+-----------------+
| 18950 | 3.01325e+06 |     8.25092     |
+-------+-------------+-----------------+
| 18951 | 3.01503e+06 |    10.4827      |
+-------+-------------+-----------------+
| 18952 | 3.01682e+06 |     9.34996     |
+-------+-------------+-----------------+
| 18953 | 3.0186e+06  |    11.646       |
+-------+-------------+-----------------+
| 18954 | 3.02038e+06 |    13.63        |
+-------+-------------+-----------------+
| 18955 | 3.02216e+06 |    12.3947      |
+-------+-------------+-----------------+
| 18956 | 3.02394e+06 |    11.2288      |
+-------+-------------+-----------------+
| 18957 | 3.02572e+06 |     9.09807     |
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| 18958 | 3.02751e+06 |     9.94007     |
+-------+-------------+-----------------+
| 18959 | 3.02929e+06 |    10.1205      |
+-------+-------------+-----------------+
| 18960 | 3.00259e+06 |     7.89459     |
+-------+-------------+-----------------+
| 18961 | 3.00437e+06 |     8.50529     |
+-------+-------------+-----------------+
| 18962 | 3.00616e+06 |     7.34573     |
+-------+-------------+-----------------+
| 18963 | 3.00794e+06 |     5.44136     |
+-------+-------------+-----------------+
| 18964 | 3.00972e+06 |     8.10217     |
+-------+-------------+-----------------+
| 18965 | 3.0115e+06  |     8.25947     |
+-------+-------------+-----------------+
| 18966 | 3.01328e+06 |     8.54933     |
+-------+-------------+-----------------+
| 18967 | 3.01507e+06 |     8.0745      |
+-------+-------------+-----------------+
| 18968 | 3.01685e+06 |     8.64735     |
+-------+-------------+-----------------+
| 18969 | 3.01863e+06 |     7.43656     |
+-------+-------------+-----------------+
| 18970 | 3.02041e+06 |     5.50189     |
+-------+-------------+-----------------+
| 18971 | 3.02219e+06 |     8.14553     |
+-------+-------------+-----------------+
| 18972 | 3.02398e+06 |     8.29234     |
+-------+-------------+-----------------+
| 18973 | 3.02576e+06 |     8.57862     |
+-------+-------------+-----------------+
| 18974 | 3.02754e+06 |     8.10088     |
+-------+-------------+-----------------+
| 18975 | 3.02932e+06 |     8.67222     |
+-------+-------------+-----------------+
| 18976 | 3.00262e+06 |    18.9188      |
+-------+-------------+-----------------+
| 18977 | 3.00441e+06 |    23.7414      |
+-------+-------------+-----------------+
| 18978 | 3.00619e+06 |    23.2405      |
+-------+-------------+-----------------+
| 18979 | 3.00797e+06 |    25.4662      |
+-------+-------------+-----------------+
| 18980 | 3.00975e+06 |    23.6551      |
+-------+-------------+-----------------+
| 18981 | 3.01154e+06 |    21.9347      |
+-------+-------------+-----------------+
| 18982 | 3.01332e+06 |    23.1193      |
+-------+-------------+-----------------+
| 18983 | 3.0151e+06  |    18.9949      |
+-------+-------------+-----------------+
| 18984 | 3.01688e+06 |    23.7668      |
+-------+-------------+-----------------+
| 18985 | 3.01866e+06 |    23.2668      |
+-------+-------------+-----------------+
| 18986 | 3.02044e+06 |    25.4866      |
+-------+-------------+-----------------+
| 18987 | 3.02223e+06 |    23.6799      |
+-------+-------------+-----------------+
| 18988 | 3.02401e+06 |    21.9554      |
+-------+-------------+-----------------+
| 18989 | 3.02579e+06 |    23.1425      |
+-------+-------------+-----------------+
| 18990 | 3.02757e+06 |    19.0173      |
+-------+-------------+-----------------+
| 18991 | 3.02936e+06 |    23.7892      |
+-------+-------------+-----------------+
| 18992 | 3.00266e+06 |     6.92638     |
+-------+-------------+-----------------+
| 18993 | 3.00444e+06 |     6.14859     |
+-------+-------------+-----------------+
| 18994 | 3.00622e+06 |     7.4757      |
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| 18995 | 3.008e+06   |    10.8987      |
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| 18996 | 3.00979e+06 |    11.8597      |
+-------+-------------+-----------------+
| 18997 | 3.01157e+06 |     8.04806     |
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| 18998 | 3.01335e+06 |     8.63823     |
+-------+-------------+-----------------+
| 18999 | 3.01513e+06 |     6.93696     |
+-------+-------------+-----------------+
| 19000 | 3.01691e+06 |     6.18434     |
+-------+-------------+-----------------+
| 19001 | 3.0187e+06  |     7.51923     |
+-------+-------------+-----------------+
| 19002 | 3.02048e+06 |    10.9429      |
+-------+-------------+-----------------+
| 19003 | 3.02226e+06 |    11.9272      |
+-------+-------------+-----------------+
| 19004 | 3.02404e+06 |     8.08134     |
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| 19005 | 3.02582e+06 |     8.68143     |
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| 19006 | 3.02761e+06 |     6.98013     |
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| 19007 | 3.02939e+06 |     6.22747     |
+-------+-------------+-----------------+
| 19008 | 3.00091e+06 |   112.944       |
+-------+-------------+-----------------+
| 19009 | 3.00269e+06 |   122.224       |
+-------+-------------+-----------------+
| 19010 | 3.00447e+06 |   134.92        |
+-------+-------------+-----------------+
| 19011 | 3.00626e+06 |   116.996       |
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| 19012 | 3.00804e+06 |    27.3866      |
+-------+-------------+-----------------+
| 19013 | 3.00982e+06 |    60.3385      |
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| 19014 | 3.0116e+06  |   100.464       |
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| 19015 | 3.01338e+06 |   120.111       |
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| 19016 | 3.01517e+06 |   127.419       |
+-------+-------------+-----------------+
| 19017 | 3.01695e+06 |   136.154       |
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| 19018 | 3.01873e+06 |   116.806       |
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| 19019 | 3.02051e+06 |    27.113       |
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| 19020 | 3.02229e+06 |    60.3437      |
+-------+-------------+-----------------+
| 19021 | 3.02408e+06 |   100.511       |
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| 19022 | 3.02586e+06 |   120.152       |
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| 19023 | 3.02764e+06 |   127.46        |
+-------+-------------+-----------------+
| 19024 | 3.00094e+06 |    11.517       |
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| 19025 | 3.00272e+06 |    15.3534      |
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| 19026 | 3.00451e+06 |    19.4897      |
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| 19027 | 3.00629e+06 |    27.6065      |
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| 19028 | 3.00807e+06 |     6.48495     |
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| 19029 | 3.00985e+06 |     5.64203     |
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| 19030 | 3.01164e+06 |     9.97836     |
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| 19031 | 3.01342e+06 |    11.7407      |
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| 19032 | 3.0152e+06  |    15.7278      |
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| 19033 | 3.01698e+06 |    19.7495      |
+-------+-------------+-----------------+
| 19034 | 3.01876e+06 |    27.8166      |
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| 19035 | 3.02054e+06 |     6.60037     |
+-------+-------------+-----------------+
| 19036 | 3.02233e+06 |     5.74964     |
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| 19037 | 3.02411e+06 |    10.0797      |
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| 19038 | 3.02589e+06 |    11.8279      |
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| 19039 | 3.02767e+06 |    15.8129      |
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| 19040 | 3.00098e+06 |    52.0366      |
+-------+-------------+-----------------+
| 19041 | 3.00276e+06 |    65.5718      |
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| 19042 | 3.00454e+06 |    66.2383      |
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| 19043 | 3.00632e+06 |    57.2242      |
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| 19044 | 3.0081e+06  |    23.6218      |
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| 19045 | 3.00989e+06 |    16.2439      |
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| 19046 | 3.01167e+06 |    31.2031      |
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| 19047 | 3.01345e+06 |    51.595       |
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| 19048 | 3.01523e+06 |    63.5065      |
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| 19049 | 3.01701e+06 |    68.0294      |
+-------+-------------+-----------------+
| 19050 | 3.0188e+06  |    55.2311      |
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| 19051 | 3.02058e+06 |    25.1308      |
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| 19052 | 3.02236e+06 |    14.5415      |
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| 19053 | 3.02414e+06 |    32.4464      |
+-------+-------------+-----------------+
| 19054 | 3.02592e+06 |    50.1474      |
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| 19055 | 3.02771e+06 |    64.4698      |
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| 19056 | 3.00101e+06 |    34.8318      |
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| 19057 | 3.00279e+06 |    54.4434      |
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| 19058 | 3.00457e+06 |    61.5193      |
+-------+-------------+-----------------+
| 19059 | 3.00636e+06 |    73.605       |
+-------+-------------+-----------------+
| 19060 | 3.00814e+06 |    29.7797      |
+-------+-------------+-----------------+
| 19061 | 3.00992e+06 |    11.7614      |
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| 19062 | 3.0117e+06  |    25.7012      |
+-------+-------------+-----------------+
| 19063 | 3.01348e+06 |    34.2076      |
+-------+-------------+-----------------+
| 19064 | 3.01526e+06 |    54.9369      |
+-------+-------------+-----------------+
| 19065 | 3.01705e+06 |    60.9685      |
+-------+-------------+-----------------+
| 19066 | 3.01883e+06 |    73.785       |
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| 19067 | 3.02061e+06 |    29.4185      |
+-------+-------------+-----------------+
| 19068 | 3.02239e+06 |    11.7969      |
+-------+-------------+-----------------+
| 19069 | 3.02418e+06 |    25.4419      |
+-------+-------------+-----------------+
| 19070 | 3.02596e+06 |    34.165       |
+-------+-------------+-----------------+
| 19071 | 3.02774e+06 |    54.7348      |
+-------+-------------+-----------------+
| 19072 | 3.00104e+06 |    28.878       |
+-------+-------------+-----------------+
| 19073 | 3.00282e+06 |    45.8499      |
+-------+-------------+-----------------+
| 19074 | 3.00461e+06 |    60.5119      |
+-------+-------------+-----------------+
| 19075 | 3.00639e+06 |    66.6472      |
+-------+-------------+-----------------+
| 19076 | 3.00817e+06 |    16.09        |
+-------+-------------+-----------------+
| 19077 | 3.00995e+06 |    28.8855      |
+-------+-------------+-----------------+
| 19078 | 3.01173e+06 |    27.407       |
+-------+-------------+-----------------+
| 19079 | 3.01352e+06 |    33.616       |
+-------+-------------+-----------------+
| 19080 | 3.0153e+06  |    44.4619      |
+-------+-------------+-----------------+
| 19081 | 3.01708e+06 |    62.4091      |
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| 19082 | 3.01886e+06 |    65.3969      |
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| 19083 | 3.02064e+06 |    17.4337      |
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| 19084 | 3.02243e+06 |    28.1464      |
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| 19085 | 3.02421e+06 |    28.4613      |
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| 19086 | 3.02599e+06 |    33.1863      |
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| 19087 | 3.02777e+06 |    45.2412      |
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| 19088 | 3.00108e+06 |    24.1224      |
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| 19089 | 3.00286e+06 |    26.9763      |
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| 19090 | 3.00464e+06 |    30.9435      |
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| 19091 | 3.00642e+06 |    38.4726      |
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| 19092 | 3.0082e+06  |    16.6291      |
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| 19093 | 3.00998e+06 |    11.9821      |
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| 19094 | 3.01177e+06 |    17.1217      |
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| 19095 | 3.01355e+06 |    18.2734      |
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| 19096 | 3.01533e+06 |    25.5856      |
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| 19097 | 3.01711e+06 |    29.7357      |
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| 19098 | 3.0189e+06  |    38.5156      |
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| 19099 | 3.02068e+06 |    16.2014      |
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| 19100 | 3.02246e+06 |    12.3747      |
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| 19101 | 3.02424e+06 |    16.7051      |
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| 19102 | 3.02602e+06 |    18.6517      |
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| 19103 | 3.0278e+06  |    25.0773      |
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| 19104 | 3.00111e+06 |    21.1567      |
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| 19105 | 3.00289e+06 |    31.1277      |
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| 19106 | 3.00467e+06 |    34.807       |
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| 19107 | 3.00645e+06 |    38.1924      |
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| 19108 | 3.00824e+06 |    11.9179      |
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| 19109 | 3.01002e+06 |    11.6046      |
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| 19110 | 3.0118e+06  |    19.2387      |
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| 19111 | 3.01358e+06 |    23.514       |
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| 19112 | 3.01536e+06 |    32.3848      |
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| 19113 | 3.01715e+06 |    34.9569      |
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| 19114 | 3.01893e+06 |    38.3048      |
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| 19115 | 3.02071e+06 |    11.9053      |
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| 19116 | 3.02249e+06 |    11.5988      |
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| 19117 | 3.02427e+06 |    19.2135      |
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| 19118 | 3.02606e+06 |    23.4953      |
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| 19119 | 3.02784e+06 |    32.3648      |
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| 19120 | 3.00114e+06 |    42.6037      |
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| 19121 | 3.00292e+06 |    62.4715      |
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| 19122 | 3.0047e+06  |    52.9544      |
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| 19123 | 3.00649e+06 |    76.7561      |
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| 19124 | 3.00827e+06 |    39.1129      |
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| 19125 | 3.01005e+06 |    22.4345      |
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| 19126 | 3.01183e+06 |    41.8701      |
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| 19127 | 3.01362e+06 |    39.4433      |
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| 19128 | 3.0154e+06  |    64.0411      |
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| 19129 | 3.01718e+06 |    52.4336      |
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| 19130 | 3.01896e+06 |    78.1069      |
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| 19131 | 3.02074e+06 |    38.2461      |
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| 19132 | 3.02252e+06 |    23.5951      |
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| 19133 | 3.02431e+06 |    40.9777      |
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| 19134 | 3.02609e+06 |    40.7645      |
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| 19135 | 3.02787e+06 |    63.5784      |
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| 19136 | 3.00117e+06 |    28.3497      |
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| 19137 | 3.00296e+06 |    50.8202      |
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| 19138 | 3.00474e+06 |    71.5998      |
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| 19139 | 3.00652e+06 |    93.8288      |
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| 19140 | 3.0083e+06  |    40.2294      |
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| 19141 | 3.01008e+06 |    12.1737      |
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| 19142 | 3.01187e+06 |    18.9851      |
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| 19143 | 3.01365e+06 |    26.1664      |
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| 19144 | 3.01543e+06 |    50.4515      |
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| 19145 | 3.01721e+06 |    71.5963      |
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| 19146 | 3.01899e+06 |    93.9         |
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| 19147 | 3.02078e+06 |    40.2891      |
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| 19148 | 3.02256e+06 |    12.214       |
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| 19149 | 3.02434e+06 |    19.0463      |
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| 19150 | 3.02612e+06 |    26.2198      |
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| 19151 | 3.0279e+06  |    50.5019      |
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| 19152 | 3.00121e+06 |    45.5026      |
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| 19153 | 3.00299e+06 |    68.9025      |
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| 19154 | 3.00477e+06 |    87.0533      |
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| 19155 | 3.00655e+06 |    75.0157      |
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| 19156 | 3.00834e+06 |    38.4465      |
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| 19157 | 3.01012e+06 |    21.0437      |
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| 19158 | 3.0119e+06  |    41.6366      |
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| 19159 | 3.01368e+06 |    45.4688      |
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| 19160 | 3.01546e+06 |    70.8249      |
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| 19161 | 3.01724e+06 |    84.3078      |
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| 19162 | 3.01903e+06 |    76.9072      |
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| 19163 | 3.02081e+06 |    35.7632      |
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| 19164 | 3.02259e+06 |    22.7033      |
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| 19165 | 3.02437e+06 |    39.3317      |
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| 19166 | 3.02616e+06 |    46.8705      |
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| 19167 | 3.02794e+06 |    68.6482      |
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| 19168 | 3.00124e+06 |    29.0278      |
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| 19169 | 3.00302e+06 |    51.1809      |
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| 19170 | 3.0048e+06  |    61.9528      |
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| 19171 | 3.00659e+06 |    66.9878      |
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| 19172 | 3.00837e+06 |    24.6569      |
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| 19173 | 3.01015e+06 |    17.4523      |
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| 19174 | 3.01193e+06 |    43.2592      |
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| 19175 | 3.01371e+06 |    34.1947      |
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| 19176 | 3.0155e+06  |    53.7198      |
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| 19177 | 3.01728e+06 |    63.353       |
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| 19178 | 3.01906e+06 |    67.9735      |
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| 19179 | 3.02084e+06 |    25.3879      |
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| 19180 | 3.02262e+06 |    18.1198      |
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| 19181 | 3.02441e+06 |    43.9134      |
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| 19182 | 3.02619e+06 |    34.82        |
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| 19183 | 3.02797e+06 |    54.3367      |
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| 19184 | 3.00127e+06 |    84.8276      |
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| 19185 | 3.00306e+06 |   109.169       |
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| 19186 | 3.00484e+06 |   145.391       |
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| 19187 | 3.00662e+06 |   164.111       |
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| 19188 | 3.0084e+06  |    73.0938      |
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| 19189 | 3.01018e+06 |    32.9263      |
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| 19190 | 3.01196e+06 |    61.7312      |
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| 19191 | 3.01375e+06 |    83.3862      |
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| 19192 | 3.01553e+06 |   110.704       |
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| 19193 | 3.01731e+06 |   145.95        |
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| 19194 | 3.01909e+06 |   164.319       |
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| 19195 | 3.02088e+06 |    73.4331      |
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| 19196 | 3.02266e+06 |    33.2939      |
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| 19197 | 3.02444e+06 |    62.09        |
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| 19198 | 3.02622e+06 |    83.7253      |
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| 19199 | 3.028e+06   |   111.039       |
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| 19200 | 3.00131e+06 |    51.1701      |
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| 19201 | 3.00309e+06 |    48.9653      |
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| 19202 | 3.00487e+06 |    73.6638      |
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| 19203 | 3.00665e+06 |    98.5621      |
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| 19204 | 3.00843e+06 |    49.3412      |
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| 19205 | 3.01022e+06 |    21.449       |
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| 19206 | 3.012e+06   |    49.2684      |
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| 19207 | 3.01378e+06 |    51.2196      |
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| 19208 | 3.01556e+06 |    55.0567      |
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| 19209 | 3.01734e+06 |    76.751       |
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| 19210 | 3.01913e+06 |    94.8893      |
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| 19211 | 3.02091e+06 |    46.5974      |
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| 19212 | 3.02269e+06 |    22.8419      |
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| 19213 | 3.02447e+06 |    49.4845      |
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| 19214 | 3.02625e+06 |    51.956       |
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| 19215 | 3.02804e+06 |    54.7337      |
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| 19216 | 3.00134e+06 |    59.6611      |
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| 19217 | 3.00312e+06 |    85.9879      |
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| 19218 | 3.0049e+06  |   111.423       |
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| 19219 | 3.00668e+06 |   129.662       |
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| 19220 | 3.00847e+06 |    54.2342      |
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| 19221 | 3.01025e+06 |    63.714       |
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| 19222 | 3.01203e+06 |    74.9303      |
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| 19223 | 3.01381e+06 |    75.1557      |
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| 19224 | 3.0156e+06  |    72.9667      |
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| 19225 | 3.01738e+06 |   121.1         |
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| 19226 | 3.01916e+06 |   111.185       |
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| 19227 | 3.02094e+06 |    53.0342      |
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| 19228 | 3.02272e+06 |    47.4397      |
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| 19229 | 3.0245e+06  |    86.2786      |
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| 19230 | 3.02629e+06 |    65.2749      |
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| 19231 | 3.02807e+06 |    81.2783      |
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| 19232 | 3.00137e+06 |    70.6034      |
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| 19233 | 3.00315e+06 |    89.7852      |
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| 19234 | 3.00494e+06 |   162.03        |
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| 19235 | 3.00672e+06 |   189.41        |
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| 19236 | 3.0085e+06  |    56.8458      |
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| 19237 | 3.01028e+06 |    59.9498      |
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| 19238 | 3.01206e+06 |    60.7895      |
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| 19239 | 3.01385e+06 |    78.1512      |
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| 19240 | 3.01563e+06 |   130.347       |
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| 19241 | 3.01741e+06 |   268.872       |
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| 19242 | 3.01919e+06 |   265.518       |
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| 19243 | 3.02097e+06 |    57.5568      |
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| 19244 | 3.02276e+06 |    65.5499      |
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| 19245 | 3.02454e+06 |    64.1066      |
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| 19246 | 3.02632e+06 |    85.4325      |
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| 19247 | 3.0281e+06  |   126.986       |
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| 19248 | 3.0014e+06  |    52.5985      |
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| 19249 | 3.00319e+06 |    78.9635      |
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| 19250 | 3.00497e+06 |    87.364       |
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| 19251 | 3.00675e+06 |   128.581       |
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| 19252 | 3.00853e+06 |    38.0712      |
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| 19253 | 3.01032e+06 |    28.4798      |
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| 19254 | 3.0121e+06  |    41.4989      |
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| 19255 | 3.01388e+06 |    54.661       |
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| 19256 | 3.01566e+06 |    75.2744      |
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| 19257 | 3.01744e+06 |    97.1633      |
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| 19258 | 3.01922e+06 |   120.73        |
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| 19259 | 3.02101e+06 |    42.7356      |
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| 19260 | 3.02279e+06 |    28.4451      |
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| 19261 | 3.02457e+06 |    46.6939      |
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| 19262 | 3.02635e+06 |    51.5394      |
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| 19263 | 3.02814e+06 |    78.8788      |
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| 19264 | 3.00144e+06 |    86.147       |
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| 19265 | 3.00322e+06 |   118.087       |
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| 19266 | 3.005e+06   |   146.843       |
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| 19267 | 3.00678e+06 |   143.65        |
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| 19268 | 3.00857e+06 |    39.0524      |
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| 19269 | 3.01035e+06 |    57.4256      |
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| 19270 | 3.01213e+06 |    89.6363      |
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| 19271 | 3.01391e+06 |    90.0548      |
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| 19272 | 3.01569e+06 |   118.475       |
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| 19273 | 3.01748e+06 |   146.68        |
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| 19274 | 3.01926e+06 |   142.993       |
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| 19275 | 3.02104e+06 |    38.8457      |
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| 19276 | 3.02282e+06 |    56.8728      |
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| 19277 | 3.0246e+06  |    89.2479      |
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| 19278 | 3.02639e+06 |    89.5277      |
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| 19279 | 3.02817e+06 |   118.147       |
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| 19280 | 3.00147e+06 |   190.199       |
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| 19281 | 3.00325e+06 |   224.115       |
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| 19282 | 3.00504e+06 |   290.981       |
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| 19283 | 3.00682e+06 |   460.2         |
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| 19284 | 3.0086e+06  |   138.239       |
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| 19285 | 3.01038e+06 |   101.384       |
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| 19286 | 3.01216e+06 |   151.03        |
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| 19287 | 3.01394e+06 |   184.591       |
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| 19288 | 3.01573e+06 |   255.887       |
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| 19289 | 3.01751e+06 |   375.652       |
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| 19290 | 3.01929e+06 |   481.999       |
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| 19291 | 3.02107e+06 |   128.565       |
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| 19292 | 3.02286e+06 |   113.476       |
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| 19293 | 3.02464e+06 |   151.936       |
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| 19294 | 3.02642e+06 |   187.196       |
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| 19295 | 3.0282e+06  |   253.427       |
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| 19296 | 3.0015e+06  |    28.2804      |
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| 19297 | 3.00329e+06 |    37.553       |
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| 19298 | 3.00507e+06 |    45.4329      |
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| 19299 | 3.00685e+06 |    53.1727      |
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| 19300 | 3.00863e+06 |    19.5781      |
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| 19301 | 3.01041e+06 |    17.4608      |
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| 19302 | 3.0122e+06  |    21.6382      |
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| 19303 | 3.01398e+06 |    28.7142      |
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| 19304 | 3.01576e+06 |    37.5283      |
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| 19305 | 3.01754e+06 |    45.3544      |
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| 19306 | 3.01932e+06 |    53.0692      |
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| 19307 | 3.02111e+06 |    19.4832      |
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| 19308 | 3.02289e+06 |    17.3567      |
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| 19309 | 3.02467e+06 |    21.5404      |
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| 19310 | 3.02645e+06 |    28.6114      |
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| 19311 | 3.02823e+06 |    37.429       |
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| 19312 | 3.00154e+06 |    91.8077      |
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| 19313 | 3.00332e+06 |   189.145       |
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| 19314 | 3.0051e+06  |   261.588       |
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| 19315 | 3.00688e+06 |   357.664       |
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| 19316 | 3.00866e+06 |   146.187       |
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| 19317 | 3.01045e+06 |    33.6365      |
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| 19318 | 3.01223e+06 |    31.6649      |
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| 19319 | 3.01401e+06 |    99.4372      |
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| 19320 | 3.01579e+06 |   189.919       |
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| 19321 | 3.01758e+06 |   261.135       |
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| 19322 | 3.01936e+06 |   356.933       |
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| 19323 | 3.02114e+06 |   145.419       |
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| 19324 | 3.02292e+06 |    33.584       |
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| 19325 | 3.0247e+06  |    31.4357      |
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| 19326 | 3.02648e+06 |    99.2872      |
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| 19327 | 3.02827e+06 |   189.787       |
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| 19328 | 3.00157e+06 |    94.0744      |
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| 19329 | 3.00335e+06 |   104.921       |
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| 19330 | 3.00513e+06 |   158.979       |
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| 19331 | 3.00692e+06 |   146.837       |
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| 19332 | 3.0087e+06  |    41.6291      |
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| 19333 | 3.01048e+06 |   -26.3239      |
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| 19334 | 3.01226e+06 |     6.31547     |
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| 19335 | 3.01404e+06 |    77.018       |
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| 19336 | 3.01583e+06 |   118.571       |
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| 19337 | 3.01761e+06 |   147.056       |
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| 19338 | 3.01939e+06 |   155.811       |
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| 19339 | 3.02117e+06 |    32.4582      |
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| 19340 | 3.02295e+06 |   -18.5266      |
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| 19341 | 3.02474e+06 |    -0.299433    |
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| 19342 | 3.02652e+06 |    82.6445      |
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| 19343 | 3.0283e+06  |   112.954       |
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| 19344 | 3.0016e+06  |   122.539       |
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| 19345 | 3.00338e+06 |   128.529       |
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| 19346 | 3.00517e+06 |   163.006       |
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| 19347 | 3.00695e+06 |   224.911       |
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| 19348 | 3.00873e+06 |    81.1284      |
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| 19349 | 3.01051e+06 |    43.577       |
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| 19350 | 3.0123e+06  |   105.429       |
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| 19351 | 3.01408e+06 |   122.743       |
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| 19352 | 3.01586e+06 |   133.763       |
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| 19353 | 3.01764e+06 |   178.8         |
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| 19354 | 3.01942e+06 |   222.907       |
+-------+-------------+-----------------+
| 19355 | 3.0212e+06  |    80.0746      |
+-------+-------------+-----------------+
| 19356 | 3.02299e+06 |    44.6517      |
+-------+-------------+-----------------+
| 19357 | 3.02477e+06 |   111.106       |
+-------+-------------+-----------------+
| 19358 | 3.02655e+06 |   124.829       |
+-------+-------------+-----------------+
| 19359 | 3.02833e+06 |   136.918       |
+-------+-------------+-----------------+
| 19360 | 3.00164e+06 |   243.658       |
+-------+-------------+-----------------+
| 19361 | 3.00342e+06 |   291.685       |
+-------+-------------+-----------------+
| 19362 | 3.0052e+06  |   368.704       |
+-------+-------------+-----------------+
| 19363 | 3.00698e+06 |   374.975       |
+-------+-------------+-----------------+
| 19364 | 3.00876e+06 |   185.722       |
+-------+-------------+-----------------+
| 19365 | 3.01055e+06 |    93.087       |
+-------+-------------+-----------------+
| 19366 | 3.01233e+06 |   159.759       |
+-------+-------------+-----------------+
| 19367 | 3.01411e+06 |   216.498       |
+-------+-------------+-----------------+
| 19368 | 3.01589e+06 |   292.83        |
+-------+-------------+-----------------+
| 19369 | 3.01767e+06 |   373.201       |
+-------+-------------+-----------------+
| 19370 | 3.01946e+06 |   375.526       |
+-------+-------------+-----------------+
| 19371 | 3.02124e+06 |   186.192       |
+-------+-------------+-----------------+
| 19372 | 3.02302e+06 |    93.1981      |
+-------+-------------+-----------------+
| 19373 | 3.0248e+06  |   160.644       |
+-------+-------------+-----------------+
| 19374 | 3.02658e+06 |   217.084       |
+-------+-------------+-----------------+
| 19375 | 3.02837e+06 |   293.115       |
+-------+-------------+-----------------+
| 19376 | 3.00167e+06 |    66.4057      |
+-------+-------------+-----------------+
| 19377 | 3.00345e+06 |    82.1067      |
+-------+-------------+-----------------+
| 19378 | 3.00523e+06 |    92.9514      |
+-------+-------------+-----------------+
| 19379 | 3.00702e+06 |   100.002       |
+-------+-------------+-----------------+
| 19380 | 3.0088e+06  |    33.6072      |
+-------+-------------+-----------------+
| 19381 | 3.01058e+06 |    25.4366      |
+-------+-------------+-----------------+
| 19382 | 3.01236e+06 |    46.2329      |
+-------+-------------+-----------------+
| 19383 | 3.01414e+06 |    66.5582      |
+-------+-------------+-----------------+
| 19384 | 3.01592e+06 |    82.5021      |
+-------+-------------+-----------------+
| 19385 | 3.01771e+06 |    93.226       |
+-------+-------------+-----------------+
| 19386 | 3.01949e+06 |    99.995       |
+-------+-------------+-----------------+
| 19387 | 3.02127e+06 |    33.6633      |
+-------+-------------+-----------------+
| 19388 | 3.02305e+06 |    25.6862      |
+-------+-------------+-----------------+
| 19389 | 3.02484e+06 |    46.3831      |
+-------+-------------+-----------------+
| 19390 | 3.02662e+06 |    66.7305      |
+-------+-------------+-----------------+
| 19391 | 3.0284e+06  |    82.6728      |
+-------+-------------+-----------------+
| 19392 | 3.0017e+06  |    32.471       |
+-------+-------------+-----------------+
| 19393 | 3.00348e+06 |    33.9278      |
+-------+-------------+-----------------+
| 19394 | 3.00527e+06 |    25.1812      |
+-------+-------------+-----------------+
| 19395 | 3.00705e+06 |    39.3142      |
+-------+-------------+-----------------+
| 19396 | 3.00883e+06 |     7.34191     |
+-------+-------------+-----------------+
| 19397 | 3.01061e+06 |     9.73271     |
+-------+-------------+-----------------+
| 19398 | 3.01239e+06 |    25.2581      |
+-------+-------------+-----------------+
| 19399 | 3.01418e+06 |    29.3001      |
+-------+-------------+-----------------+
| 19400 | 3.01596e+06 |    32.5694      |
+-------+-------------+-----------------+
| 19401 | 3.01774e+06 |    24.9072      |
+-------+-------------+-----------------+
| 19402 | 3.01952e+06 |    39.1064      |
+-------+-------------+-----------------+
| 19403 | 3.0213e+06  |     7.23817     |
+-------+-------------+-----------------+
| 19404 | 3.02309e+06 |     9.59537     |
+-------+-------------+-----------------+
| 19405 | 3.02487e+06 |    25.1324      |
+-------+-------------+-----------------+
| 19406 | 3.02665e+06 |    29.1802      |
+-------+-------------+-----------------+
| 19407 | 3.02843e+06 |    32.4541      |
+-------+-------------+-----------------+
| 19408 | 3.00174e+06 |    34.799       |
+-------+-------------+-----------------+
| 19409 | 3.00352e+06 |   103.702       |
+-------+-------------+-----------------+
| 19410 | 3.0053e+06  |   128.393       |
+-------+-------------+-----------------+
| 19411 | 3.00708e+06 |    59.03        |
+-------+-------------+-----------------+
| 19412 | 3.00886e+06 |    -4.48765     |
+-------+-------------+-----------------+
| 19413 | 3.01064e+06 |   -14.5298      |
+-------+-------------+-----------------+
| 19414 | 3.01243e+06 |     9.74035     |
+-------+-------------+-----------------+
| 19415 | 3.01421e+06 |    47.9061      |
+-------+-------------+-----------------+
| 19416 | 3.01599e+06 |    90.3622      |
+-------+-------------+-----------------+
| 19417 | 3.01777e+06 |   133.86        |
+-------+-------------+-----------------+
| 19418 | 3.01956e+06 |    53.8805      |
+-------+-------------+-----------------+
| 19419 | 3.02134e+06 |    -4.71123     |
+-------+-------------+-----------------+
| 19420 | 3.02312e+06 |   -15.3729      |
+-------+-------------+-----------------+
| 19421 | 3.0249e+06  |    12.5921      |
+-------+-------------+-----------------+
| 19422 | 3.02668e+06 |    41.7961      |
+-------+-------------+-----------------+
| 19423 | 3.02846e+06 |    95.9964      |
+-------+-------------+-----------------+
| 19424 | 3.00177e+06 |    34.6109      |
+-------+-------------+-----------------+
| 19425 | 3.00355e+06 |    67.7193      |
+-------+-------------+-----------------+
| 19426 | 3.00533e+06 |    76.4332      |
+-------+-------------+-----------------+
| 19427 | 3.00711e+06 |    89.119       |
+-------+-------------+-----------------+
| 19428 | 3.0089e+06  |     8.24122     |
+-------+-------------+-----------------+
| 19429 | 3.01068e+06 |     2.94387     |
+-------+-------------+-----------------+
| 19430 | 3.01246e+06 |    24.3559      |
+-------+-------------+-----------------+
| 19431 | 3.01424e+06 |    38.0923      |
+-------+-------------+-----------------+
| 19432 | 3.01602e+06 |    65.0609      |
+-------+-------------+-----------------+
| 19433 | 3.01781e+06 |    77.0393      |
+-------+-------------+-----------------+
| 19434 | 3.01959e+06 |    85.9906      |
+-------+-------------+-----------------+
| 19435 | 3.02137e+06 |     8.51807     |
+-------+-------------+-----------------+
| 19436 | 3.02315e+06 |    -0.0573024   |
+-------+-------------+-----------------+
| 19437 | 3.02493e+06 |    24.5977      |
+-------+-------------+-----------------+
| 19438 | 3.02672e+06 |    35.0545      |
+-------+-------------+-----------------+
| 19439 | 3.0285e+06  |    65.3594      |
+-------+-------------+-----------------+
| 19440 | 3.0018e+06  |    40.4219      |
+-------+-------------+-----------------+
| 19441 | 3.00358e+06 |    62.6975      |
+-------+-------------+-----------------+
| 19442 | 3.00536e+06 |    73.5861      |
+-------+-------------+-----------------+
| 19443 | 3.00715e+06 |    79.9371      |
+-------+-------------+-----------------+
| 19444 | 3.00893e+06 |    23.2972      |
+-------+-------------+-----------------+
| 19445 | 3.01071e+06 |     3.88598     |
+-------+-------------+-----------------+
| 19446 | 3.01249e+06 |    25.1105      |
+-------+-------------+-----------------+
| 19447 | 3.01428e+06 |    47.446       |
+-------+-------------+-----------------+
| 19448 | 3.01606e+06 |    60.8593      |
+-------+-------------+-----------------+
| 19449 | 3.01784e+06 |    71.4752      |
+-------+-------------+-----------------+
| 19450 | 3.01962e+06 |    70.746       |
+-------+-------------+-----------------+
| 19451 | 3.0214e+06  |    22.9082      |
+-------+-------------+-----------------+
| 19452 | 3.02318e+06 |     5.20074     |
+-------+-------------+-----------------+
| 19453 | 3.02497e+06 |    21.0981      |
+-------+-------------+-----------------+
| 19454 | 3.02675e+06 |    46.2133      |
+-------+-------------+-----------------+
| 19455 | 3.02853e+06 |    61.1306      |
+-------+-------------+-----------------+
| 19456 | 3.00183e+06 |    72.2761      |
+-------+-------------+-----------------+
| 19457 | 3.00362e+06 |    67.281       |
+-------+-------------+-----------------+
| 19458 | 3.0054e+06  |    69.3546      |
+-------+-------------+-----------------+
| 19459 | 3.00718e+06 |   134.532       |
+-------+-------------+-----------------+
| 19460 | 3.00896e+06 |    62.3738      |
+-------+-------------+-----------------+
| 19461 | 3.01074e+06 |    21.093       |
+-------+-------------+-----------------+
| 19462 | 3.01253e+06 |    19.5234      |
+-------+-------------+-----------------+
| 19463 | 3.01431e+06 |    31.1945      |
+-------+-------------+-----------------+
| 19464 | 3.01609e+06 |    57.4618      |
+-------+-------------+-----------------+
| 19465 | 3.01787e+06 |    68.4215      |
+-------+-------------+-----------------+
| 19466 | 3.01965e+06 |   134.293       |
+-------+-------------+-----------------+
| 19467 | 3.02144e+06 |    61.4651      |
+-------+-------------+-----------------+
| 19468 | 3.02322e+06 |    20.2489      |
+-------+-------------+-----------------+
| 19469 | 3.025e+06   |    19.7391      |
+-------+-------------+-----------------+
| 19470 | 3.02678e+06 |    31.101       |
+-------+-------------+-----------------+
| 19471 | 3.02856e+06 |    57.1238      |
+-------+-------------+-----------------+
| 19472 | 3.00187e+06 |    86.4442      |
+-------+-------------+-----------------+
| 19473 | 3.00365e+06 |    95.4101      |
+-------+-------------+-----------------+
| 19474 | 3.00543e+06 |   105.322       |
+-------+-------------+-----------------+
| 19475 | 3.00721e+06 |   146.317       |
+-------+-------------+-----------------+
| 19476 | 3.009e+06   |    32.0007      |
+-------+-------------+-----------------+
| 19477 | 3.01078e+06 |   -15.6487      |
+-------+-------------+-----------------+
| 19478 | 3.01256e+06 |    49.2066      |
+-------+-------------+-----------------+
| 19479 | 3.01434e+06 |    85.1213      |
+-------+-------------+-----------------+
| 19480 | 3.01612e+06 |    93.9004      |
+-------+-------------+-----------------+
| 19481 | 3.0179e+06  |    99.7413      |
+-------+-------------+-----------------+
| 19482 | 3.01969e+06 |   144.341       |
+-------+-------------+-----------------+
| 19483 | 3.02147e+06 |    28.673       |
+-------+-------------+-----------------+
| 19484 | 3.02325e+06 |   -19.682       |
+-------+-------------+-----------------+
| 19485 | 3.02503e+06 |    47.6311      |
+-------+-------------+-----------------+
| 19486 | 3.02682e+06 |    84.4765      |
+-------+-------------+-----------------+
| 19487 | 3.0286e+06  |    93.246       |
+-------+-------------+-----------------+
| 19488 | 3.0019e+06  |   123.715       |
+-------+-------------+-----------------+
| 19489 | 3.00368e+06 |   136.696       |
+-------+-------------+-----------------+
| 19490 | 3.00546e+06 |   169.749       |
+-------+-------------+-----------------+
| 19491 | 3.00725e+06 |   160.169       |
+-------+-------------+-----------------+
| 19492 | 3.00903e+06 |    72.598       |
+-------+-------------+-----------------+
| 19493 | 3.01081e+06 |    77.4504      |
+-------+-------------+-----------------+
| 19494 | 3.01259e+06 |   104.524       |
+-------+-------------+-----------------+
| 19495 | 3.01437e+06 |   121.698       |
+-------+-------------+-----------------+
| 19496 | 3.01616e+06 |   143.855       |
+-------+-------------+-----------------+
| 19497 | 3.01794e+06 |   165.626       |
+-------+-------------+-----------------+
| 19498 | 3.01972e+06 |   157.945       |
+-------+-------------+-----------------+
| 19499 | 3.0215e+06  |    74.208       |
+-------+-------------+-----------------+
| 19500 | 3.02328e+06 |    78.7743      |
+-------+-------------+-----------------+
| 19501 | 3.02507e+06 |   105.32        |
+-------+-------------+-----------------+
| 19502 | 3.02685e+06 |   122.348       |
+-------+-------------+-----------------+
| 19503 | 3.02863e+06 |   143.478       |
+-------+-------------+-----------------+
| 19504 | 3.00193e+06 |   209.489       |
+-------+-------------+-----------------+
| 19505 | 3.00372e+06 |   168.419       |
+-------+-------------+-----------------+
| 19506 | 3.0055e+06  |   159.386       |
+-------+-------------+-----------------+
| 19507 | 3.00728e+06 |   187.11        |
+-------+-------------+-----------------+
| 19508 | 3.00906e+06 |   113.296       |
+-------+-------------+-----------------+
| 19509 | 3.01084e+06 |    95.5523      |
+-------+-------------+-----------------+
| 19510 | 3.01262e+06 |   134.777       |
+-------+-------------+-----------------+
| 19511 | 3.01441e+06 |   160.496       |
+-------+-------------+-----------------+
| 19512 | 3.01619e+06 |   151.089       |
+-------+-------------+-----------------+
| 19513 | 3.01797e+06 |   176.752       |
+-------+-------------+-----------------+
| 19514 | 3.01975e+06 |   231.721       |
+-------+-------------+-----------------+
| 19515 | 3.02154e+06 |   137.759       |
+-------+-------------+-----------------+
| 19516 | 3.02332e+06 |    89.8855      |
+-------+-------------+-----------------+
| 19517 | 3.0251e+06  |   124.031       |
+-------+-------------+-----------------+
| 19518 | 3.02688e+06 |   175.654       |
+-------+-------------+-----------------+
| 19519 | 3.02866e+06 |   159.033       |
+-------+-------------+-----------------+
| 19520 | 3.00197e+06 |    46.8052      |
+-------+-------------+-----------------+
| 19521 | 3.00375e+06 |    74.8088      |
+-------+-------------+-----------------+
| 19522 | 3.00553e+06 |    90.5246      |
+-------+-------------+-----------------+
| 19523 | 3.00731e+06 |   126.572       |
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| 19524 | 3.00909e+06 |    44.7031      |
+-------+-------------+-----------------+
| 19525 | 3.01088e+06 |    35.2982      |
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| 19526 | 3.01266e+06 |    52.3961      |
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| 19527 | 3.01444e+06 |    40.4291      |
+-------+-------------+-----------------+
| 19528 | 3.01622e+06 |    71.8483      |
+-------+-------------+-----------------+
| 19529 | 3.018e+06   |    90.8441      |
+-------+-------------+-----------------+
| 19530 | 3.01979e+06 |   128.74        |
+-------+-------------+-----------------+
| 19531 | 3.02157e+06 |    46.2729      |
+-------+-------------+-----------------+
| 19532 | 3.02335e+06 |    33.9388      |
+-------+-------------+-----------------+
| 19533 | 3.02513e+06 |    49.9656      |
+-------+-------------+-----------------+
| 19534 | 3.02691e+06 |    39.6732      |
+-------+-------------+-----------------+
| 19535 | 3.0287e+06  |    71.3905      |
+-------+-------------+-----------------+
| 19536 | 3.002e+06   |    82.1341      |
+-------+-------------+-----------------+
| 19537 | 3.00378e+06 |   113.156       |
+-------+-------------+-----------------+
| 19538 | 3.00556e+06 |   157.055       |
+-------+-------------+-----------------+
| 19539 | 3.00734e+06 |   160.195       |
+-------+-------------+-----------------+
| 19540 | 3.00913e+06 |    77.002       |
+-------+-------------+-----------------+
| 19541 | 3.01091e+06 |    28.7144      |
+-------+-------------+-----------------+
| 19542 | 3.01269e+06 |    49.3341      |
+-------+-------------+-----------------+
| 19543 | 3.01447e+06 |    71.7366      |
+-------+-------------+-----------------+
| 19544 | 3.01626e+06 |   113.899       |
+-------+-------------+-----------------+
| 19545 | 3.01804e+06 |   152.879       |
+-------+-------------+-----------------+
| 19546 | 3.01982e+06 |   164.549       |
+-------+-------------+-----------------+
| 19547 | 3.0216e+06  |    74.0602      |
+-------+-------------+-----------------+
| 19548 | 3.02338e+06 |    31.9782      |
+-------+-------------+-----------------+
| 19549 | 3.02516e+06 |    45.412       |
+-------+-------------+-----------------+
| 19550 | 3.02695e+06 |    74.4439      |
+-------+-------------+-----------------+
| 19551 | 3.02873e+06 |   111.377       |
+-------+-------------+-----------------+
| 19552 | 3.00203e+06 |    78.0612      |
+-------+-------------+-----------------+
| 19553 | 3.00381e+06 |    85.0624      |
+-------+-------------+-----------------+
| 19554 | 3.0056e+06  |    93.9994      |
+-------+-------------+-----------------+
| 19555 | 3.00738e+06 |   125.647       |
+-------+-------------+-----------------+
| 19556 | 3.00916e+06 |    22.4815      |
+-------+-------------+-----------------+
| 19557 | 3.01094e+06 |    -0.830165    |
+-------+-------------+-----------------+
| 19558 | 3.01272e+06 |    49.4707      |
+-------+-------------+-----------------+
| 19559 | 3.01451e+06 |    68.9379      |
+-------+-------------+-----------------+
| 19560 | 3.01629e+06 |    82.3839      |
+-------+-------------+-----------------+
| 19561 | 3.01807e+06 |    91.6258      |
+-------+-------------+-----------------+
| 19562 | 3.01985e+06 |   123.938       |
+-------+-------------+-----------------+
| 19563 | 3.02163e+06 |    20.9772      |
+-------+-------------+-----------------+
| 19564 | 3.02342e+06 |    -1.63051     |
+-------+-------------+-----------------+
| 19565 | 3.0252e+06  |    48.3198      |
+-------+-------------+-----------------+
| 19566 | 3.02698e+06 |    67.7628      |
+-------+-------------+-----------------+
| 19567 | 3.02876e+06 |    81.025       |
+-------+-------------+-----------------+
| 19568 | 3.00206e+06 |   122.089       |
+-------+-------------+-----------------+
| 19569 | 3.00385e+06 |   130.738       |
+-------+-------------+-----------------+
| 19570 | 3.00563e+06 |   171.57        |
+-------+-------------+-----------------+
| 19571 | 3.00741e+06 |   191.913       |
+-------+-------------+-----------------+
| 19572 | 3.00919e+06 |    61.7334      |
+-------+-------------+-----------------+
| 19573 | 3.01098e+06 |    65.0093      |
+-------+-------------+-----------------+
| 19574 | 3.01276e+06 |    84.2979      |
+-------+-------------+-----------------+
| 19575 | 3.01454e+06 |   131.144       |
+-------+-------------+-----------------+
| 19576 | 3.01632e+06 |   136.203       |
+-------+-------------+-----------------+
| 19577 | 3.0181e+06  |   175.276       |
+-------+-------------+-----------------+
| 19578 | 3.01988e+06 |   193.875       |
+-------+-------------+-----------------+
| 19579 | 3.02167e+06 |    63.9759      |
+-------+-------------+-----------------+
| 19580 | 3.02345e+06 |    66.9037      |
+-------+-------------+-----------------+
| 19581 | 3.02523e+06 |    86.2091      |
+-------+-------------+-----------------+
| 19582 | 3.02701e+06 |   133.3         |
+-------+-------------+-----------------+
| 19583 | 3.0288e+06  |   138.397       |
+-------+-------------+-----------------+
| 19584 | 3.0021e+06  |    75.6381      |
+-------+-------------+-----------------+
| 19585 | 3.00388e+06 |    84.6651      |
+-------+-------------+-----------------+
| 19586 | 3.00566e+06 |   106.111       |
+-------+-------------+-----------------+
| 19587 | 3.00744e+06 |   131.844       |
+-------+-------------+-----------------+
| 19588 | 3.00923e+06 |    68.1696      |
+-------+-------------+-----------------+
| 19589 | 3.01101e+06 |    69.1198      |
+-------+-------------+-----------------+
| 19590 | 3.01279e+06 |    68.7372      |
+-------+-------------+-----------------+
| 19591 | 3.01457e+06 |    79.1889      |
+-------+-------------+-----------------+
| 19592 | 3.01635e+06 |    86.2692      |
+-------+-------------+-----------------+
| 19593 | 3.01814e+06 |   106.695       |
+-------+-------------+-----------------+
| 19594 | 3.01992e+06 |   131.836       |
+-------+-------------+-----------------+
| 19595 | 3.0217e+06  |    68.2171      |
+-------+-------------+-----------------+
| 19596 | 3.02348e+06 |    69.145       |
+-------+-------------+-----------------+
| 19597 | 3.02526e+06 |    68.6963      |
+-------+-------------+-----------------+
| 19598 | 3.02705e+06 |    79.1947      |
+-------+-------------+-----------------+
| 19599 | 3.02883e+06 |    86.2771      |
+-------+-------------+-----------------+
| 19600 | 3.00213e+06 |    62.8504      |
+-------+-------------+-----------------+
| 19601 | 3.00391e+06 |   125.509       |
+-------+-------------+-----------------+
| 19602 | 3.0057e+06  |   135.634       |
+-------+-------------+-----------------+
| 19603 | 3.00748e+06 |   193.215       |
+-------+-------------+-----------------+
| 19604 | 3.00926e+06 |    94.2414      |
+-------+-------------+-----------------+
| 19605 | 3.01104e+06 |    47.649       |
+-------+-------------+-----------------+
| 19606 | 3.01282e+06 |    55.2307      |
+-------+-------------+-----------------+
| 19607 | 3.0146e+06  |    57.594       |
+-------+-------------+-----------------+
| 19608 | 3.01639e+06 |   115.791       |
+-------+-------------+-----------------+
| 19609 | 3.01817e+06 |   137.032       |
+-------+-------------+-----------------+
| 19610 | 3.01995e+06 |   186.136       |
+-------+-------------+-----------------+
| 19611 | 3.02173e+06 |    96.6614      |
+-------+-------------+-----------------+
| 19612 | 3.02352e+06 |    42.7383      |
+-------+-------------+-----------------+
| 19613 | 3.0253e+06  |    58.3186      |
+-------+-------------+-----------------+
| 19614 | 3.02708e+06 |    53.0972      |
+-------+-------------+-----------------+
| 19615 | 3.02886e+06 |   118.252       |
+-------+-------------+-----------------+
| 19616 | 3.00216e+06 |   339.793       |
+-------+-------------+-----------------+
| 19617 | 3.00395e+06 |   450.141       |
+-------+-------------+-----------------+
| 19618 | 3.00573e+06 |   559.936       |
+-------+-------------+-----------------+
| 19619 | 3.00751e+06 |   600.693       |
+-------+-------------+-----------------+
| 19620 | 3.00929e+06 |   290.886       |
+-------+-------------+-----------------+
| 19621 | 3.01107e+06 |   164.156       |
+-------+-------------+-----------------+
| 19622 | 3.01286e+06 |   258.457       |
+-------+-------------+-----------------+
| 19623 | 3.01464e+06 |   346.559       |
+-------+-------------+-----------------+
| 19624 | 3.01642e+06 |   464.376       |
+-------+-------------+-----------------+
| 19625 | 3.0182e+06  |   561.847       |
+-------+-------------+-----------------+
| 19626 | 3.01998e+06 |   571.281       |
+-------+-------------+-----------------+
| 19627 | 3.02177e+06 |   281.517       |
+-------+-------------+-----------------+
| 19628 | 3.02355e+06 |   168.195       |
+-------+-------------+-----------------+
| 19629 | 3.02533e+06 |   258.286       |
+-------+-------------+-----------------+
| 19630 | 3.02711e+06 |   347.202       |
+-------+-------------+-----------------+
| 19631 | 3.02889e+06 |   463.512       |
+-------+-------------+-----------------+
| 19632 | 3.0022e+06  |   237.061       |
+-------+-------------+-----------------+
| 19633 | 3.00398e+06 |   303.925       |
+-------+-------------+-----------------+
| 19634 | 3.00576e+06 |   393.565       |
+-------+-------------+-----------------+
| 19635 | 3.00754e+06 |   371.213       |
+-------+-------------+-----------------+
| 19636 | 3.00932e+06 |   179.266       |
+-------+-------------+-----------------+
| 19637 | 3.01111e+06 |   107.222       |
+-------+-------------+-----------------+
| 19638 | 3.01289e+06 |   160.141       |
+-------+-------------+-----------------+
| 19639 | 3.01467e+06 |   234.154       |
+-------+-------------+-----------------+
| 19640 | 3.01645e+06 |   306.849       |
+-------+-------------+-----------------+
| 19641 | 3.01824e+06 |   397.144       |
+-------+-------------+-----------------+
| 19642 | 3.02002e+06 |   373.533       |
+-------+-------------+-----------------+
| 19643 | 3.0218e+06  |   180.863       |
+-------+-------------+-----------------+
| 19644 | 3.02358e+06 |   108.73        |
+-------+-------------+-----------------+
| 19645 | 3.02536e+06 |   161.512       |
+-------+-------------+-----------------+
| 19646 | 3.02714e+06 |   235.522       |
+-------+-------------+-----------------+
| 19647 | 3.02893e+06 |   308.243       |
+-------+-------------+-----------------+
| 19648 | 3.00223e+06 |   120.015       |
+-------+-------------+-----------------+
| 19649 | 3.00401e+06 |   160.784       |
+-------+-------------+-----------------+
| 19650 | 3.00579e+06 |   202.917       |
+-------+-------------+-----------------+
| 19651 | 3.00758e+06 |   227.534       |
+-------+-------------+-----------------+
| 19652 | 3.00936e+06 |   108.163       |
+-------+-------------+-----------------+
| 19653 | 3.01114e+06 |    62.9319      |
+-------+-------------+-----------------+
| 19654 | 3.01292e+06 |    86.8343      |
+-------+-------------+-----------------+
| 19655 | 3.0147e+06  |   119.542       |
+-------+-------------+-----------------+
| 19656 | 3.01649e+06 |   161.956       |
+-------+-------------+-----------------+
| 19657 | 3.01827e+06 |   204.108       |
+-------+-------------+-----------------+
| 19658 | 3.02005e+06 |   228.043       |
+-------+-------------+-----------------+
| 19659 | 3.02183e+06 |   108.621       |
+-------+-------------+-----------------+
| 19660 | 3.02361e+06 |    63.5232      |
+-------+-------------+-----------------+
| 19661 | 3.0254e+06  |    87.3628      |
+-------+-------------+-----------------+
| 19662 | 3.02718e+06 |   120.04        |
+-------+-------------+-----------------+
| 19663 | 3.02896e+06 |   162.447       |
+-------+-------------+-----------------+
| 19664 | 3.00226e+06 |   226.642       |
+-------+-------------+-----------------+
| 19665 | 3.00404e+06 |   243.766       |
+-------+-------------+-----------------+
| 19666 | 3.00583e+06 |   343.381       |
+-------+-------------+-----------------+
| 19667 | 3.00761e+06 |   359.867       |
+-------+-------------+-----------------+
| 19668 | 3.00939e+06 |   181.561       |
+-------+-------------+-----------------+
| 19669 | 3.01117e+06 |    99.1749      |
+-------+-------------+-----------------+
| 19670 | 3.01296e+06 |   164.354       |
+-------+-------------+-----------------+
| 19671 | 3.01474e+06 |   214.743       |
+-------+-------------+-----------------+
| 19672 | 3.01652e+06 |   261.47        |
+-------+-------------+-----------------+
| 19673 | 3.0183e+06  |   362.628       |
+-------+-------------+-----------------+
| 19674 | 3.02008e+06 |   354.801       |
+-------+-------------+-----------------+
| 19675 | 3.02186e+06 |   180.029       |
+-------+-------------+-----------------+
| 19676 | 3.02365e+06 |   104.321       |
+-------+-------------+-----------------+
| 19677 | 3.02543e+06 |   171.641       |
+-------+-------------+-----------------+
| 19678 | 3.02721e+06 |   218.824       |
+-------+-------------+-----------------+
| 19679 | 3.02899e+06 |   261.243       |
+-------+-------------+-----------------+
| 19680 | 3.0023e+06  |   118.397       |
+-------+-------------+-----------------+
| 19681 | 3.00408e+06 |   160.126       |
+-------+-------------+-----------------+
| 19682 | 3.00586e+06 |   195.353       |
+-------+-------------+-----------------+
| 19683 | 3.00764e+06 |   228.314       |
+-------+-------------+-----------------+
| 19684 | 3.00942e+06 |   102.906       |
+-------+-------------+-----------------+
| 19685 | 3.01121e+06 |    66.6787      |
+-------+-------------+-----------------+
| 19686 | 3.01299e+06 |    93.9347      |
+-------+-------------+-----------------+
| 19687 | 3.01477e+06 |   118.388       |
+-------+-------------+-----------------+
| 19688 | 3.01655e+06 |   161.251       |
+-------+-------------+-----------------+
| 19689 | 3.01833e+06 |   196.572       |
+-------+-------------+-----------------+
| 19690 | 3.02012e+06 |   229.332       |
+-------+-------------+-----------------+
| 19691 | 3.0219e+06  |   103.77        |
+-------+-------------+-----------------+
| 19692 | 3.02368e+06 |    67.4953      |
+-------+-------------+-----------------+
| 19693 | 3.02546e+06 |    94.7575      |
+-------+-------------+-----------------+
| 19694 | 3.02724e+06 |   119.226       |
+-------+-------------+-----------------+
| 19695 | 3.02903e+06 |   162.096       |
+-------+-------------+-----------------+
| 19696 | 3.00233e+06 |   267.667       |
+-------+-------------+-----------------+
| 19697 | 3.00411e+06 |   336.49        |
+-------+-------------+-----------------+
| 19698 | 3.00589e+06 |   434.894       |
+-------+-------------+-----------------+
| 19699 | 3.00768e+06 |   401.505       |
+-------+-------------+-----------------+
| 19700 | 3.00946e+06 |   194.576       |
+-------+-------------+-----------------+
| 19701 | 3.01124e+06 |   126.948       |
+-------+-------------+-----------------+
| 19702 | 3.01302e+06 |   178.498       |
+-------+-------------+-----------------+
| 19703 | 3.0148e+06  |   258.084       |
+-------+-------------+-----------------+
| 19704 | 3.01658e+06 |   336.014       |
+-------+-------------+-----------------+
| 19705 | 3.01837e+06 |   438.073       |
+-------+-------------+-----------------+
| 19706 | 3.02015e+06 |   404.292       |
+-------+-------------+-----------------+
| 19707 | 3.02193e+06 |   196.183       |
+-------+-------------+-----------------+
| 19708 | 3.02371e+06 |   127.947       |
+-------+-------------+-----------------+
| 19709 | 3.0255e+06  |   179.487       |
+-------+-------------+-----------------+
| 19710 | 3.02728e+06 |   259.226       |
+-------+-------------+-----------------+
| 19711 | 3.02906e+06 |   337.246       |
+-------+-------------+-----------------+
| 19712 | 3.00236e+06 |    59.9338      |
+-------+-------------+-----------------+
| 19713 | 3.00414e+06 |    79.0981      |
+-------+-------------+-----------------+
| 19714 | 3.00593e+06 |    87.7402      |
+-------+-------------+-----------------+
| 19715 | 3.00771e+06 |   104.115       |
+-------+-------------+-----------------+
| 19716 | 3.00949e+06 |    40.8743      |
+-------+-------------+-----------------+
| 19717 | 3.01127e+06 |    31.0867      |
+-------+-------------+-----------------+
| 19718 | 3.01305e+06 |    50.3829      |
+-------+-------------+-----------------+
| 19719 | 3.01484e+06 |    63.5614      |
+-------+-------------+-----------------+
| 19720 | 3.01662e+06 |    79.4504      |
+-------+-------------+-----------------+
| 19721 | 3.0184e+06  |    89.5208      |
+-------+-------------+-----------------+
| 19722 | 3.02018e+06 |   104.438       |
+-------+-------------+-----------------+
| 19723 | 3.02196e+06 |    40.1363      |
+-------+-------------+-----------------+
| 19724 | 3.02375e+06 |    30.4153      |
+-------+-------------+-----------------+
| 19725 | 3.02553e+06 |    49.6526      |
+-------+-------------+-----------------+
| 19726 | 3.02731e+06 |    63.1945      |
+-------+-------------+-----------------+
| 19727 | 3.02909e+06 |    79.2807      |
+-------+-------------+-----------------+
| 19728 | 3.0024e+06  |   146.745       |
+-------+-------------+-----------------+
| 19729 | 3.00418e+06 |   170.348       |
+-------+-------------+-----------------+
| 19730 | 3.00596e+06 |   209.11        |
+-------+-------------+-----------------+
| 19731 | 3.00774e+06 |   219.976       |
+-------+-------------+-----------------+
| 19732 | 3.00952e+06 |   103.889       |
+-------+-------------+-----------------+
| 19733 | 3.0113e+06  |    92.8289      |
+-------+-------------+-----------------+
| 19734 | 3.01309e+06 |   118.355       |
+-------+-------------+-----------------+
| 19735 | 3.01487e+06 |   152.015       |
+-------+-------------+-----------------+
| 19736 | 3.01665e+06 |   173.159       |
+-------+-------------+-----------------+
| 19737 | 3.01843e+06 |   211.066       |
+-------+-------------+-----------------+
| 19738 | 3.02022e+06 |   220.601       |
+-------+-------------+-----------------+
| 19739 | 3.022e+06   |   105.704       |
+-------+-------------+-----------------+
| 19740 | 3.02378e+06 |    94.2486      |
+-------+-------------+-----------------+
| 19741 | 3.02556e+06 |   119.052       |
+-------+-------------+-----------------+
| 19742 | 3.02734e+06 |   152.803       |
+-------+-------------+-----------------+
| 19743 | 3.02912e+06 |   173.979       |
+-------+-------------+-----------------+
| 19744 | 3.00243e+06 |   134.036       |
+-------+-------------+-----------------+
| 19745 | 3.00421e+06 |   183.048       |
+-------+-------------+-----------------+
| 19746 | 3.00599e+06 |   251.309       |
+-------+-------------+-----------------+
| 19747 | 3.00777e+06 |   270.676       |
+-------+-------------+-----------------+
| 19748 | 3.00956e+06 |    98.8888      |
+-------+-------------+-----------------+
| 19749 | 3.01134e+06 |    38.5899      |
+-------+-------------+-----------------+
| 19750 | 3.01312e+06 |    95.2402      |
+-------+-------------+-----------------+
| 19751 | 3.0149e+06  |   151.647       |
+-------+-------------+-----------------+
| 19752 | 3.01668e+06 |   197.385       |
+-------+-------------+-----------------+
| 19753 | 3.01847e+06 |   261.816       |
+-------+-------------+-----------------+
| 19754 | 3.02025e+06 |   272.338       |
+-------+-------------+-----------------+
| 19755 | 3.02203e+06 |   102.648       |
+-------+-------------+-----------------+
| 19756 | 3.02381e+06 |    39.5274      |
+-------+-------------+-----------------+
| 19757 | 3.02559e+06 |    94.5327      |
+-------+-------------+-----------------+
| 19758 | 3.02738e+06 |   151.118       |
+-------+-------------+-----------------+
| 19759 | 3.02916e+06 |   197.112       |
+-------+-------------+-----------------+
| 19760 | 3.00246e+06 |   231.921       |
+-------+-------------+-----------------+
| 19761 | 3.00424e+06 |   270.163       |
+-------+-------------+-----------------+
| 19762 | 3.00602e+06 |   419.18        |
+-------+-------------+-----------------+
| 19763 | 3.00781e+06 |   388.951       |
+-------+-------------+-----------------+
| 19764 | 3.00959e+06 |   197.952       |
+-------+-------------+-----------------+
| 19765 | 3.01137e+06 |   191.202       |
+-------+-------------+-----------------+
| 19766 | 3.01315e+06 |   191.337       |
+-------+-------------+-----------------+
| 19767 | 3.01494e+06 |   248.791       |
+-------+-------------+-----------------+
| 19768 | 3.01672e+06 |   287.68        |
+-------+-------------+-----------------+
| 19769 | 3.0185e+06  |   433.403       |
+-------+-------------+-----------------+
| 19770 | 3.02028e+06 |   405.196       |
+-------+-------------+-----------------+
| 19771 | 3.02206e+06 |   210.157       |
+-------+-------------+-----------------+
| 19772 | 3.02384e+06 |   206.758       |
+-------+-------------+-----------------+
| 19773 | 3.02563e+06 |   203.696       |
+-------+-------------+-----------------+
| 19774 | 3.02741e+06 |   264.269       |
+-------+-------------+-----------------+
| 19775 | 3.02919e+06 |   300.376       |
+-------+-------------+-----------------+
| 19776 | 3.00249e+06 |    77.4673      |
+-------+-------------+-----------------+
| 19777 | 3.00428e+06 |    77.4934      |
+-------+-------------+-----------------+
| 19778 | 3.00606e+06 |   119.876       |
+-------+-------------+-----------------+
| 19779 | 3.00784e+06 |   136.961       |
+-------+-------------+-----------------+
| 19780 | 3.00962e+06 |    65.2889      |
+-------+-------------+-----------------+
| 19781 | 3.0114e+06  |    54.0622      |
+-------+-------------+-----------------+
| 19782 | 3.01319e+06 |    85.6917      |
+-------+-------------+-----------------+
| 19783 | 3.01497e+06 |    86.1049      |
+-------+-------------+-----------------+
| 19784 | 3.01675e+06 |    83.2757      |
+-------+-------------+-----------------+
| 19785 | 3.01853e+06 |   121.387       |
+-------+-------------+-----------------+
| 19786 | 3.02031e+06 |   138.167       |
+-------+-------------+-----------------+
| 19787 | 3.0221e+06  |    65.6465      |
+-------+-------------+-----------------+
| 19788 | 3.02388e+06 |    54.3724      |
+-------+-------------+-----------------+
| 19789 | 3.02566e+06 |    85.748       |
+-------+-------------+-----------------+
| 19790 | 3.02744e+06 |    86.1072      |
+-------+-------------+-----------------+
| 19791 | 3.02922e+06 |    83.2003      |
+-------+-------------+-----------------+
| 19792 | 3.00253e+06 |    37.8226      |
+-------+-------------+-----------------+
| 19793 | 3.00431e+06 |    43.8128      |
+-------+-------------+-----------------+
| 19794 | 3.00609e+06 |    46.5661      |
+-------+-------------+-----------------+
| 19795 | 3.00787e+06 |    43.3996      |
+-------+-------------+-----------------+
| 19796 | 3.00966e+06 |    33.455       |
+-------+-------------+-----------------+
| 19797 | 3.01144e+06 |    18.8502      |
+-------+-------------+-----------------+
| 19798 | 3.01322e+06 |    16.7284      |
+-------+-------------+-----------------+
| 19799 | 3.015e+06   |    24.5413      |
+-------+-------------+-----------------+
| 19800 | 3.01678e+06 |    46.1577      |
+-------+-------------+-----------------+
| 19801 | 3.01856e+06 |    42.7938      |
+-------+-------------+-----------------+
| 19802 | 3.02035e+06 |    48.6521      |
+-------+-------------+-----------------+
| 19803 | 3.02213e+06 |    26.8061      |
+-------+-------------+-----------------+
| 19804 | 3.02391e+06 |    21.3114      |
+-------+-------------+-----------------+
| 19805 | 3.02569e+06 |    34.8365      |
+-------+-------------+-----------------+
| 19806 | 3.02748e+06 |    30.784       |
+-------+-------------+-----------------+
| 19807 | 3.02926e+06 |    42.9008      |
+-------+-------------+-----------------+
| 19808 | 3.00256e+06 |    74.7501      |
+-------+-------------+-----------------+
| 19809 | 3.00434e+06 |   110.76        |
+-------+-------------+-----------------+
| 19810 | 3.00612e+06 |   151.689       |
+-------+-------------+-----------------+
| 19811 | 3.00791e+06 |   181.849       |
+-------+-------------+-----------------+
| 19812 | 3.00969e+06 |    74.6825      |
+-------+-------------+-----------------+
| 19813 | 3.01147e+06 |    23.6037      |
+-------+-------------+-----------------+
| 19814 | 3.01325e+06 |    50.0485      |
+-------+-------------+-----------------+
| 19815 | 3.01503e+06 |    73.6129      |
+-------+-------------+-----------------+
| 19816 | 3.01682e+06 |   114.866       |
+-------+-------------+-----------------+
| 19817 | 3.0186e+06  |   154.599       |
+-------+-------------+-----------------+
| 19818 | 3.02038e+06 |   182.562       |
+-------+-------------+-----------------+
| 19819 | 3.02216e+06 |    75.6256      |
+-------+-------------+-----------------+
| 19820 | 3.02394e+06 |    27.3207      |
+-------+-------------+-----------------+
| 19821 | 3.02573e+06 |    49.6792      |
+-------+-------------+-----------------+
| 19822 | 3.02751e+06 |    74.5336      |
+-------+-------------+-----------------+
| 19823 | 3.02929e+06 |   114.529       |
+-------+-------------+-----------------+
| 19824 | 3.00259e+06 |   168.194       |
+-------+-------------+-----------------+
| 19825 | 3.00438e+06 |   204.23        |
+-------+-------------+-----------------+
| 19826 | 3.00616e+06 |   275.356       |
+-------+-------------+-----------------+
| 19827 | 3.00794e+06 |   268.001       |
+-------+-------------+-----------------+
| 19828 | 3.00972e+06 |   142.33        |
+-------+-------------+-----------------+
| 19829 | 3.0115e+06  |    60.9648      |
+-------+-------------+-----------------+
| 19830 | 3.01328e+06 |   115.25        |
+-------+-------------+-----------------+
| 19831 | 3.01507e+06 |   162.88        |
+-------+-------------+-----------------+
| 19832 | 3.01685e+06 |   206.757       |
+-------+-------------+-----------------+
| 19833 | 3.01863e+06 |   277.957       |
+-------+-------------+-----------------+
| 19834 | 3.02041e+06 |   268.8         |
+-------+-------------+-----------------+
| 19835 | 3.0222e+06  |   142.69        |
+-------+-------------+-----------------+
| 19836 | 3.02398e+06 |    61.2284      |
+-------+-------------+-----------------+
| 19837 | 3.02576e+06 |   115.643       |
+-------+-------------+-----------------+
| 19838 | 3.02754e+06 |   163.26        |
+-------+-------------+-----------------+
| 19839 | 3.02932e+06 |   207.116       |
+-------+-------------+-----------------+
| 19840 | 3.00263e+06 |   177.719       |
+-------+-------------+-----------------+
| 19841 | 3.00441e+06 |   198.27        |
+-------+-------------+-----------------+
| 19842 | 3.00619e+06 |   234.319       |
+-------+-------------+-----------------+
| 19843 | 3.00797e+06 |   219.819       |
+-------+-------------+-----------------+
| 19844 | 3.00975e+06 |    96.4436      |
+-------+-------------+-----------------+
| 19845 | 3.01154e+06 |    91.7718      |
+-------+-------------+-----------------+
| 19846 | 3.01332e+06 |   117.716       |
+-------+-------------+-----------------+
| 19847 | 3.0151e+06  |   164.081       |
+-------+-------------+-----------------+
| 19848 | 3.01688e+06 |   199.454       |
+-------+-------------+-----------------+
| 19849 | 3.01866e+06 |   238.525       |
+-------+-------------+-----------------+
| 19850 | 3.02045e+06 |   223.829       |
+-------+-------------+-----------------+
| 19851 | 3.02223e+06 |    99.273       |
+-------+-------------+-----------------+
| 19852 | 3.02401e+06 |    91.2091      |
+-------+-------------+-----------------+
| 19853 | 3.02579e+06 |   118.37        |
+-------+-------------+-----------------+
| 19854 | 3.02757e+06 |   164.222       |
+-------+-------------+-----------------+
| 19855 | 3.02936e+06 |   199.382       |
+-------+-------------+-----------------+
| 19856 | 3.00266e+06 |    44.1543      |
+-------+-------------+-----------------+
| 19857 | 3.00444e+06 |    61.9374      |
+-------+-------------+-----------------+
| 19858 | 3.00622e+06 |    81.7643      |
+-------+-------------+-----------------+
| 19859 | 3.008e+06   |   109.276       |
+-------+-------------+-----------------+
| 19860 | 3.00979e+06 |    40.1913      |
+-------+-------------+-----------------+
| 19861 | 3.01157e+06 |    14.5232      |
+-------+-------------+-----------------+
| 19862 | 3.01335e+06 |    39.7124      |
+-------+-------------+-----------------+
| 19863 | 3.01513e+06 |    44.454       |
+-------+-------------+-----------------+
| 19864 | 3.01692e+06 |    63.3769      |
+-------+-------------+-----------------+
| 19865 | 3.0187e+06  |    81.4662      |
+-------+-------------+-----------------+
| 19866 | 3.02048e+06 |   110.198       |
+-------+-------------+-----------------+
| 19867 | 3.02226e+06 |    39.5205      |
+-------+-------------+-----------------+
| 19868 | 3.02404e+06 |    15.5043      |
+-------+-------------+-----------------+
| 19869 | 3.02582e+06 |    39.0866      |
+-------+-------------+-----------------+
| 19870 | 3.02761e+06 |    45.0177      |
+-------+-------------+-----------------+
| 19871 | 3.02939e+06 |    62.9661      |
+-------+-------------+-----------------+
| 19872 | 3.00091e+06 |     7.83833     |
+-------+-------------+-----------------+
| 19873 | 3.00269e+06 |     6.79959     |
+-------+-------------+-----------------+
| 19874 | 3.00448e+06 |     6.22443     |
+-------+-------------+-----------------+
| 19875 | 3.00626e+06 |     8.84713     |
+-------+-------------+-----------------+
| 19876 | 3.00804e+06 |     3.86318     |
+-------+-------------+-----------------+
| 19877 | 3.00982e+06 |     8.42332     |
+-------+-------------+-----------------+
| 19878 | 3.0116e+06  |     7.17538     |
+-------+-------------+-----------------+
| 19879 | 3.01338e+06 |     7.04627     |
+-------+-------------+-----------------+
| 19880 | 3.01517e+06 |     7.17936     |
+-------+-------------+-----------------+
| 19881 | 3.01695e+06 |     5.82362     |
+-------+-------------+-----------------+
| 19882 | 3.01873e+06 |     8.28426     |
+-------+-------------+-----------------+
| 19883 | 3.02051e+06 |     3.83834     |
+-------+-------------+-----------------+
| 19884 | 3.0223e+06  |     8.43505     |
+-------+-------------+-----------------+
| 19885 | 3.02408e+06 |     6.57809     |
+-------+-------------+-----------------+
| 19886 | 3.02586e+06 |     7.24622     |
+-------+-------------+-----------------+
| 19887 | 3.02764e+06 |     7.06454     |
+-------+-------------+-----------------+
| 19888 | 3.00094e+06 |     0.566001    |
+-------+-------------+-----------------+
| 19889 | 3.00273e+06 |     0.586742    |
+-------+-------------+-----------------+
| 19890 | 3.00451e+06 |     0.486955    |
+-------+-------------+-----------------+
| 19891 | 3.00629e+06 |     1.11334     |
+-------+-------------+-----------------+
| 19892 | 3.00807e+06 |     0.794742    |
+-------+-------------+-----------------+
| 19893 | 3.00985e+06 |     0.676786    |
+-------+-------------+-----------------+
| 19894 | 3.01164e+06 |     0.540053    |
+-------+-------------+-----------------+
| 19895 | 3.01342e+06 |     0.599774    |
+-------+-------------+-----------------+
| 19896 | 3.0152e+06  |     0.588968    |
+-------+-------------+-----------------+
| 19897 | 3.01698e+06 |     0.490091    |
+-------+-------------+-----------------+
| 19898 | 3.01876e+06 |     1.11466     |
+-------+-------------+-----------------+
| 19899 | 3.02055e+06 |     0.796154    |
+-------+-------------+-----------------+
| 19900 | 3.02233e+06 |     0.678089    |
+-------+-------------+-----------------+
| 19901 | 3.02411e+06 |     0.541366    |
+-------+-------------+-----------------+
| 19902 | 3.02589e+06 |     0.601081    |
+-------+-------------+-----------------+
| 19903 | 3.02767e+06 |     0.590275    |
+-------+-------------+-----------------+
| 19904 | 3.00098e+06 |     3.26393     |
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| 19905 | 3.00276e+06 |     3.00359     |
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| 19906 | 3.00454e+06 |     2.95949     |
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| 19907 | 3.00632e+06 |     4.46533     |
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| 19908 | 3.0081e+06  |     4.36572     |
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| 19909 | 3.00989e+06 |     2.55157     |
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| 19910 | 3.01167e+06 |     3.20971     |
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| 19911 | 3.01345e+06 |     2.62338     |
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| 19912 | 3.01523e+06 |     2.73549     |
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| 19913 | 3.01702e+06 |     2.82661     |
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| 19914 | 3.0188e+06  |     4.41413     |
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| 19915 | 3.02058e+06 |     4.33767     |
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| 19916 | 3.02236e+06 |     2.54272     |
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| 19917 | 3.02414e+06 |     3.20378     |
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| 19918 | 3.02592e+06 |     2.62247     |
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| 19919 | 3.02771e+06 |     2.73443     |
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| 19920 | 3.00101e+06 |     1.64898     |
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| 19921 | 3.00279e+06 |     1.5789      |
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| 19922 | 3.00457e+06 |     1.58664     |
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| 19923 | 3.00636e+06 |     1.86867     |
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| 19924 | 3.00814e+06 |     1.66203     |
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| 19925 | 3.00992e+06 |     1.69485     |
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| 19926 | 3.0117e+06  |     1.90094     |
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| 19927 | 3.01348e+06 |     1.59305     |
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| 19928 | 3.01527e+06 |     1.68394     |
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| 19929 | 3.01705e+06 |     1.69682     |
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| 19930 | 3.01883e+06 |     1.96908     |
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| 19931 | 3.02061e+06 |     1.75019     |
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| 19932 | 3.02239e+06 |     1.77195     |
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| 19933 | 3.02418e+06 |     1.96909     |
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| 19934 | 3.02596e+06 |     1.65456     |
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| 19935 | 3.02774e+06 |     1.73894     |
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| 19936 | 3.00104e+06 |     0.466805    |
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| 19937 | 3.00282e+06 |     1.3598      |
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| 19938 | 3.00461e+06 |     1.08884     |
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| 19939 | 3.00639e+06 |     1.13363     |
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| 19940 | 3.00817e+06 |     1.59258     |
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| 19941 | 3.00995e+06 |     1.16373     |
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| 19942 | 3.01174e+06 |     1.2099      |
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| 19943 | 3.01352e+06 |     1.00942     |
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| 19944 | 3.0153e+06  |     1.19943     |
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| 19945 | 3.01708e+06 |     0.874737    |
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| 19946 | 3.01886e+06 |     1.04166     |
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| 19947 | 3.02064e+06 |     1.52356     |
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| 19948 | 3.02243e+06 |     1.16416     |
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| 19949 | 3.02421e+06 |     1.17078     |
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| 19950 | 3.02599e+06 |     0.924585    |
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| 19951 | 3.02777e+06 |     1.2281      |
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| 19952 | 3.00108e+06 |     1.85203     |
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| 19953 | 3.00286e+06 |     2.35145     |
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| 19954 | 3.00464e+06 |     2.26334     |
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| 19955 | 3.00642e+06 |     2.76722     |
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| 19956 | 3.0082e+06  |     1.85112     |
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| 19957 | 3.00999e+06 |     1.98699     |
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| 19958 | 3.01177e+06 |     1.52327     |
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| 19959 | 3.01355e+06 |     1.73713     |
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| 19960 | 3.01533e+06 |     2.20781     |
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| 19962 | 3.0189e+06  |     2.86632     |
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| 19963 | 3.02068e+06 |     1.98382     |
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| 19964 | 3.02246e+06 |     2.30924     |
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| 19965 | 3.02424e+06 |     2.03117     |
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| 19966 | 3.02602e+06 |     1.769       |
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| 19967 | 3.02781e+06 |     2.24447     |
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| 19968 | 3.00111e+06 |     2.42658     |
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| 19969 | 3.00289e+06 |     0.696265    |
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| 19970 | 3.00467e+06 |     2.63317     |
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| 19971 | 3.00646e+06 |     3.49329     |
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| 19972 | 3.00824e+06 |     2.32159     |
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| 19973 | 3.01002e+06 |     2.37356     |
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| 19974 | 3.0118e+06  |     2.1628      |
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| 19975 | 3.01358e+06 |     2.11527     |
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| 19976 | 3.01536e+06 |     1.16352     |
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| 19977 | 3.01715e+06 |     2.5443      |
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| 19978 | 3.01893e+06 |     3.09782     |
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| 19979 | 3.02071e+06 |     2.33911     |
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| 19980 | 3.02249e+06 |     2.44392     |
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| 19981 | 3.02428e+06 |     1.74456     |
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| 19982 | 3.02606e+06 |     2.24314     |
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| 19983 | 3.02784e+06 |     1.01716     |
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| 19984 | 3.00114e+06 |     0.775809    |
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| 19985 | 3.00292e+06 |     1.51092     |
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| 19988 | 3.00827e+06 |     2.04879     |
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| 19989 | 3.01005e+06 |     1.01388     |
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| 19990 | 3.01183e+06 |     1.30033     |
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| 19991 | 3.01362e+06 |     0.9672      |
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| 19992 | 3.0154e+06  |     1.47454     |
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| 19993 | 3.01718e+06 |     1.44865     |
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| 19994 | 3.01896e+06 |     1.787       |
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| 19995 | 3.02074e+06 |     2.05682     |
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| 19996 | 3.02253e+06 |     1.02227     |
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| 19997 | 3.02431e+06 |     1.3087      |
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| 19998 | 3.02609e+06 |     0.975553    |
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| 19999 | 3.02787e+06 |     1.48289     |
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| 20000 | 3.00118e+06 |     3.82196     |
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| 20001 | 3.00296e+06 |     3.36702     |
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| 20002 | 3.00474e+06 |     3.76217     |
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| 20004 | 3.0083e+06  |     5.06769     |
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| 20005 | 3.01008e+06 |     2.926       |
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| 20006 | 3.01187e+06 |     2.50936     |
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| 20007 | 3.01365e+06 |     3.31613     |
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| 20008 | 3.01543e+06 |     3.49456     |
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| 20009 | 3.01721e+06 |     3.96328     |
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| 20010 | 3.019e+06   |     4.57452     |
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| 20011 | 3.02078e+06 |     4.90298     |
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| 20012 | 3.02256e+06 |     3.306       |
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| 20013 | 3.02434e+06 |     2.78006     |
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| 20014 | 3.02612e+06 |     3.43874     |
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| 20015 | 3.0279e+06  |     3.47979     |
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| 20022 | 3.0119e+06  |     2.11435     |
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| 20024 | 3.01546e+06 |     2.24168     |
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| 20025 | 3.01725e+06 |     2.10429     |
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| 20026 | 3.01903e+06 |     2.88245     |
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| 20027 | 3.02081e+06 |     2.6092      |
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| 20028 | 3.02259e+06 |     1.58478     |
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| 20049 | 3.00306e+06 |     8.75085     |
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| 20052 | 3.0084e+06  |    10.4845      |
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| 20080 | 3.00134e+06 |     2.54225     |
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| 20082 | 3.0049e+06  |     2.22845     |
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| 20088 | 3.0156e+06  |     1.71502     |
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| 20090 | 3.01916e+06 |     3.05778     |
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| 20098 | 3.00494e+06 |     3.10123     |
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| 20099 | 3.00672e+06 |     3.51646     |
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| 20100 | 3.0085e+06  |     3.54987     |
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| 20101 | 3.01028e+06 |     2.44296     |
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| 20445 | 3.02523e+06 |    10.7487      |
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| 20446 | 3.02701e+06 |    12.611       |
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| 20447 | 3.0288e+06  |    11.5059      |
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| 20448 | 3.0021e+06  |    11.5354      |
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| 20449 | 3.00388e+06 |    10.4189      |
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| 20450 | 3.00566e+06 |    11.3358      |
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| 20451 | 3.00744e+06 |    13.4446      |
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| 20452 | 3.00923e+06 |    12.2817      |
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| 20453 | 3.01101e+06 |    10.0019      |
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| 20454 | 3.01279e+06 |     9.34208     |
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| 20455 | 3.01457e+06 |    10.3178      |
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| 20456 | 3.01636e+06 |    10.4895      |
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| 20457 | 3.01814e+06 |    11.1522      |
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| 20458 | 3.01992e+06 |    13.5821      |
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| 20459 | 3.0217e+06  |    12.2342      |
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| 20460 | 3.02348e+06 |    10.0893      |
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| 20461 | 3.02526e+06 |     9.33953     |
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| 20462 | 3.02705e+06 |    10.3768      |
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| 20463 | 3.02883e+06 |    10.5065      |
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| 20464 | 3.00213e+06 |     3.36582     |
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| 20465 | 3.00391e+06 |     3.05812     |
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| 20466 | 3.0057e+06  |     3.85603     |
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| 20467 | 3.00748e+06 |     4.05057     |
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| 20468 | 3.00926e+06 |     3.53927     |
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| 20469 | 3.01104e+06 |     3.17937     |
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| 20470 | 3.01282e+06 |     3.08109     |
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| 20471 | 3.01461e+06 |     3.63903     |
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| 20472 | 3.01639e+06 |     3.11013     |
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| 20473 | 3.01817e+06 |     3.88142     |
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| 20474 | 3.01995e+06 |     4.07729     |
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| 20475 | 3.02173e+06 |     3.56692     |
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| 20476 | 3.02352e+06 |     3.20722     |
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| 20477 | 3.0253e+06  |     3.1089      |
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| 20478 | 3.02708e+06 |     3.66685     |
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| 20479 | 3.02886e+06 |     3.13795     |
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| 20480 | 3.00216e+06 |    24.8303      |
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| 20481 | 3.00395e+06 |    26.7354      |
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| 20482 | 3.00573e+06 |    31.2629      |
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| 20483 | 3.00751e+06 |    38.6956      |
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| 20484 | 3.00929e+06 |    32.0303      |
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| 20485 | 3.01108e+06 |    25.0653      |
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| 20486 | 3.01286e+06 |    24.7252      |
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| 20487 | 3.01464e+06 |    26.0058      |
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| 20488 | 3.01642e+06 |    26.7569      |
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| 20489 | 3.0182e+06  |    32.5067      |
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| 20490 | 3.01998e+06 |    38.1082      |
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| 20491 | 3.02177e+06 |    32.4709      |
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| 20492 | 3.02355e+06 |    25.8252      |
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| 20493 | 3.02533e+06 |    24.8614      |
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| 20494 | 3.02711e+06 |    26.1119      |
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| 20495 | 3.0289e+06  |    27.0317      |
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| 20496 | 3.0022e+06  |    21.0271      |
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| 20497 | 3.00398e+06 |    21.5254      |
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| 20498 | 3.00576e+06 |    25.0959      |
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| 20499 | 3.00754e+06 |    29.3483      |
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| 20500 | 3.00933e+06 |    25.0628      |
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| 20501 | 3.01111e+06 |    17.6335      |
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| 20502 | 3.01289e+06 |    19.3065      |
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| 20503 | 3.01467e+06 |    17.869       |
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| 20504 | 3.01645e+06 |    19.812       |
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| 20505 | 3.01824e+06 |    24.537       |
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| 20506 | 3.02002e+06 |    28.7971      |
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| 20507 | 3.0218e+06  |    25.7042      |
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| 20508 | 3.02358e+06 |    18.7749      |
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| 20509 | 3.02536e+06 |    19.8321      |
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| 20510 | 3.02715e+06 |    18.2293      |
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| 20511 | 3.02893e+06 |    20.0476      |
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| 20512 | 3.00223e+06 |    14.4381      |
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| 20513 | 3.00401e+06 |    13.3246      |
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| 20514 | 3.0058e+06  |    15.0864      |
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| 20515 | 3.00758e+06 |    19.3369      |
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| 20516 | 3.00936e+06 |    17.9105      |
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| 20517 | 3.01114e+06 |    12.8741      |
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| 20518 | 3.01292e+06 |    13.5929      |
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| 20519 | 3.0147e+06  |    13.1626      |
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| 20520 | 3.01649e+06 |    14.0339      |
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| 20521 | 3.01827e+06 |    14.6999      |
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| 20522 | 3.02005e+06 |    20.0462      |
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| 20523 | 3.02183e+06 |    17.6629      |
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| 20524 | 3.02362e+06 |    13.4314      |
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| 20525 | 3.0254e+06  |    13.4259      |
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| 20526 | 3.02718e+06 |    13.6627      |
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| 20527 | 3.02896e+06 |    13.9719      |
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| 20528 | 3.00226e+06 |    14.6155      |
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| 20529 | 3.00405e+06 |    14.03        |
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| 20530 | 3.00583e+06 |    17.9599      |
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| 20531 | 3.00761e+06 |    20.4224      |
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| 20532 | 3.00939e+06 |    18.5197      |
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| 20533 | 3.01117e+06 |    11.4159      |
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| 20534 | 3.01296e+06 |    12.2114      |
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| 20535 | 3.01474e+06 |    12.966       |
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| 20536 | 3.01652e+06 |    14.1907      |
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| 20537 | 3.0183e+06  |    19.8031      |
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| 20538 | 3.02008e+06 |    20.0824      |
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| 20539 | 3.02187e+06 |    18.5084      |
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| 20540 | 3.02365e+06 |    12.419       |
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| 20541 | 3.02543e+06 |    13.3156      |
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| 20542 | 3.02721e+06 |    13.2727      |
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| 20543 | 3.02899e+06 |    14.1438      |
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| 20544 | 3.0023e+06  |     5.95213     |
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| 20545 | 3.00408e+06 |     6.4862      |
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| 20546 | 3.00586e+06 |     6.89023     |
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| 20547 | 3.00764e+06 |    10.3557      |
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| 20548 | 3.00942e+06 |    10.7798      |
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| 20549 | 3.01121e+06 |     5.48299     |
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| 20550 | 3.01299e+06 |     6.29547     |
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| 20552 | 3.01655e+06 |     6.27641     |
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| 20554 | 3.02012e+06 |    10.5482      |
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| 20555 | 3.0219e+06  |    10.7384      |
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| 20556 | 3.02368e+06 |     5.49765     |
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| 20560 | 3.00233e+06 |    18.367       |
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| 20562 | 3.00589e+06 |    22.7634      |
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| 20563 | 3.00768e+06 |    24.4602      |
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| 20564 | 3.00946e+06 |    23.2901      |
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| 20565 | 3.01124e+06 |    19.4133      |
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| 20568 | 3.01659e+06 |    17.2017      |
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| 20569 | 3.01837e+06 |    22.5802      |
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| 20570 | 3.02015e+06 |    23.0443      |
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| 20579 | 3.00771e+06 |    11.5089      |
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| 20581 | 3.01127e+06 |     8.18323     |
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| 20582 | 3.01306e+06 |     7.66287     |
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| 20585 | 3.0184e+06  |     9.18723     |
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| 20586 | 3.02018e+06 |    10.7074      |
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| 20615 | 3.0149e+06  |    11.8821      |
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| 20616 | 3.01668e+06 |    10.5304      |
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| 20617 | 3.01847e+06 |    14.2423      |
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| 20619 | 3.02203e+06 |    13.7157      |
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| 20620 | 3.02381e+06 |    10.4593      |
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| 20621 | 3.0256e+06  |     9.65497     |
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| 20622 | 3.02738e+06 |    11.9051      |
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| 20623 | 3.02916e+06 |    10.5537      |
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| 20624 | 3.00246e+06 |    11.0628      |
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| 20625 | 3.00424e+06 |    13.8219      |
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| 20626 | 3.00603e+06 |    11.9693      |
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| 20627 | 3.00781e+06 |    18.0119      |
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| 20628 | 3.00959e+06 |    14.8943      |
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| 20633 | 3.0185e+06  |    14.1885      |
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| 20634 | 3.02028e+06 |    16.9914      |
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| 20635 | 3.02206e+06 |    15.9463      |
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| 20638 | 3.02741e+06 |    12.6809      |
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| 20639 | 3.02919e+06 |    14.5105      |
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| 20675 | 3.00791e+06 |    10.9094      |
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| 20682 | 3.02038e+06 |    10.901       |
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| 20683 | 3.02216e+06 |    10.3342      |
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| 20684 | 3.02394e+06 |     6.18389     |
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| 20688 | 3.00259e+06 |    16.2434      |
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| 20698 | 3.02041e+06 |    16.3262      |
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| 20699 | 3.0222e+06  |    13.0384      |
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| 20701 | 3.02576e+06 |    12.755       |
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| 20702 | 3.02754e+06 |    12.8527      |
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| 20704 | 3.00263e+06 |    19.1115      |
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| 20705 | 3.00441e+06 |    22.2585      |
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| 20708 | 3.00976e+06 |    20.8416      |
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| 20709 | 3.01154e+06 |    15.8599      |
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| 20710 | 3.01332e+06 |    16.7321      |
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| 20711 | 3.0151e+06  |    18.3911      |
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| 20712 | 3.01688e+06 |    21.4852      |
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| 20713 | 3.01866e+06 |    21.6707      |
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| 20714 | 3.02045e+06 |    26.91        |
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| 20715 | 3.02223e+06 |    20.7327      |
+-------+-------------+-----------------+
| 20716 | 3.02401e+06 |    15.8299      |
+-------+-------------+-----------------+
| 20717 | 3.02579e+06 |    17.4994      |
+-------+-------------+-----------------+
| 20718 | 3.02758e+06 |    18.5045      |
+-------+-------------+-----------------+
| 20719 | 3.02936e+06 |    21.6148      |
+-------+-------------+-----------------+
| 20720 | 3.00266e+06 |     6.97691     |
+-------+-------------+-----------------+
| 20721 | 3.00444e+06 |     4.87385     |
+-------+-------------+-----------------+
| 20722 | 3.00622e+06 |     4.96916     |
+-------+-------------+-----------------+
| 20723 | 3.00801e+06 |     4.44409     |
+-------+-------------+-----------------+
| 20724 | 3.00979e+06 |     4.82876     |
+-------+-------------+-----------------+
| 20725 | 3.01157e+06 |     4.09874     |
+-------+-------------+-----------------+
| 20726 | 3.01335e+06 |     4.5755      |
+-------+-------------+-----------------+
| 20727 | 3.01513e+06 |     4.20222     |
+-------+-------------+-----------------+
| 20728 | 3.01692e+06 |     3.9487      |
+-------+-------------+-----------------+
| 20729 | 3.0187e+06  |     4.23683     |
+-------+-------------+-----------------+
| 20730 | 3.02048e+06 |     4.47254     |
+-------+-------------+-----------------+
| 20731 | 3.02226e+06 |     4.7642      |
+-------+-------------+-----------------+
| 20732 | 3.02404e+06 |     3.31027     |
+-------+-------------+-----------------+
| 20733 | 3.02583e+06 |     3.87258     |
+-------+-------------+-----------------+
| 20734 | 3.02761e+06 |     3.91724     |
+-------+-------------+-----------------+
| 20735 | 3.02939e+06 |     3.81325     |
+-------+-------------+-----------------+
| 20736 | 3.00091e+06 |   355.042       |
+-------+-------------+-----------------+
| 20737 | 3.00269e+06 |   337.313       |
+-------+-------------+-----------------+
| 20738 | 3.00448e+06 |   609.262       |
+-------+-------------+-----------------+
| 20739 | 3.00626e+06 |   241.197       |
+-------+-------------+-----------------+
| 20740 | 3.00804e+06 |    91.6563      |
+-------+-------------+-----------------+
| 20741 | 3.00982e+06 |   245.251       |
+-------+-------------+-----------------+
| 20742 | 3.0116e+06  |   296.135       |
+-------+-------------+-----------------+
| 20743 | 3.01339e+06 |   357.611       |
+-------+-------------+-----------------+
| 20744 | 3.01517e+06 |   335.386       |
+-------+-------------+-----------------+
| 20745 | 3.01695e+06 |   605.46        |
+-------+-------------+-----------------+
| 20746 | 3.01873e+06 |   240.445       |
+-------+-------------+-----------------+
| 20747 | 3.02051e+06 |    91.7609      |
+-------+-------------+-----------------+
| 20748 | 3.0223e+06  |   243.824       |
+-------+-------------+-----------------+
| 20749 | 3.02408e+06 |   296.368       |
+-------+-------------+-----------------+
| 20750 | 3.02586e+06 |   357.135       |
+-------+-------------+-----------------+
| 20751 | 3.02764e+06 |   335.151       |
+-------+-------------+-----------------+
| 20752 | 3.00094e+06 |   163.745       |
+-------+-------------+-----------------+
| 20753 | 3.00273e+06 |   224.996       |
+-------+-------------+-----------------+
| 20754 | 3.00451e+06 |   131.212       |
+-------+-------------+-----------------+
| 20755 | 3.00629e+06 |   175.808       |
+-------+-------------+-----------------+
| 20756 | 3.00807e+06 |   201.65        |
+-------+-------------+-----------------+
| 20757 | 3.00986e+06 |   182.659       |
+-------+-------------+-----------------+
| 20758 | 3.01164e+06 |   183.755       |
+-------+-------------+-----------------+
| 20759 | 3.01342e+06 |   161.872       |
+-------+-------------+-----------------+
| 20760 | 3.0152e+06  |   217.747       |
+-------+-------------+-----------------+
| 20761 | 3.01698e+06 |   136.446       |
+-------+-------------+-----------------+
| 20762 | 3.01876e+06 |   174.237       |
+-------+-------------+-----------------+
| 20763 | 3.02055e+06 |   194.668       |
+-------+-------------+-----------------+
| 20764 | 3.02233e+06 |   190.761       |
+-------+-------------+-----------------+
| 20765 | 3.02411e+06 |   193.191       |
+-------+-------------+-----------------+
| 20766 | 3.02589e+06 |   165.295       |
+-------+-------------+-----------------+
| 20767 | 3.02768e+06 |   222.54        |
+-------+-------------+-----------------+
| 20768 | 3.00098e+06 |   644.845       |
+-------+-------------+-----------------+
| 20769 | 3.00276e+06 |   890.396       |
+-------+-------------+-----------------+
| 20770 | 3.00454e+06 |   485.681       |
+-------+-------------+-----------------+
| 20771 | 3.00632e+06 |   606.614       |
+-------+-------------+-----------------+
| 20772 | 3.00811e+06 |   604.609       |
+-------+-------------+-----------------+
| 20773 | 3.00989e+06 |   631.333       |
+-------+-------------+-----------------+
| 20774 | 3.01167e+06 |   665.898       |
+-------+-------------+-----------------+
| 20775 | 3.01345e+06 |   666.508       |
+-------+-------------+-----------------+
| 20776 | 3.01523e+06 |   843.371       |
+-------+-------------+-----------------+
| 20777 | 3.01702e+06 |   518.322       |
+-------+-------------+-----------------+
| 20778 | 3.0188e+06  |   578.973       |
+-------+-------------+-----------------+
| 20779 | 3.02058e+06 |   629.538       |
+-------+-------------+-----------------+
| 20780 | 3.02236e+06 |   601.037       |
+-------+-------------+-----------------+
| 20781 | 3.02414e+06 |   686.412       |
+-------+-------------+-----------------+
| 20782 | 3.02593e+06 |   654.904       |
+-------+-------------+-----------------+
| 20783 | 3.02771e+06 |   854.917       |
+-------+-------------+-----------------+
| 20784 | 3.00101e+06 |   151.085       |
+-------+-------------+-----------------+
| 20785 | 3.00279e+06 |   207.913       |
+-------+-------------+-----------------+
| 20786 | 3.00458e+06 |   115.929       |
+-------+-------------+-----------------+
| 20787 | 3.00636e+06 |   153.636       |
+-------+-------------+-----------------+
| 20788 | 3.00814e+06 |   163.617       |
+-------+-------------+-----------------+
| 20789 | 3.00992e+06 |   169.75        |
+-------+-------------+-----------------+
| 20790 | 3.0117e+06  |   192.883       |
+-------+-------------+-----------------+
| 20791 | 3.01348e+06 |   152.66        |
+-------+-------------+-----------------+
| 20792 | 3.01527e+06 |   203.425       |
+-------+-------------+-----------------+
| 20793 | 3.01705e+06 |   117.523       |
+-------+-------------+-----------------+
| 20794 | 3.01883e+06 |   150.186       |
+-------+-------------+-----------------+
| 20795 | 3.02061e+06 |   165.945       |
+-------+-------------+-----------------+
| 20796 | 3.0224e+06  |   165.502       |
+-------+-------------+-----------------+
| 20797 | 3.02418e+06 |   193.086       |
+-------+-------------+-----------------+
| 20798 | 3.02596e+06 |   151.088       |
+-------+-------------+-----------------+
| 20799 | 3.02774e+06 |   203.305       |
+-------+-------------+-----------------+
| 20800 | 3.00104e+06 |   119.547       |
+-------+-------------+-----------------+
| 20801 | 3.00283e+06 |   181.865       |
+-------+-------------+-----------------+
| 20802 | 3.00461e+06 |   140.41        |
+-------+-------------+-----------------+
| 20803 | 3.00639e+06 |   203.226       |
+-------+-------------+-----------------+
| 20804 | 3.00817e+06 |   117.582       |
+-------+-------------+-----------------+
| 20805 | 3.00995e+06 |   179.96        |
+-------+-------------+-----------------+
| 20806 | 3.01174e+06 |   179.238       |
+-------+-------------+-----------------+
| 20807 | 3.01352e+06 |   122.77        |
+-------+-------------+-----------------+
| 20808 | 3.0153e+06  |   182.309       |
+-------+-------------+-----------------+
| 20809 | 3.01708e+06 |   140.788       |
+-------+-------------+-----------------+
| 20810 | 3.01886e+06 |   203.175       |
+-------+-------------+-----------------+
| 20811 | 3.02065e+06 |   117.641       |
+-------+-------------+-----------------+
| 20812 | 3.02243e+06 |   179.916       |
+-------+-------------+-----------------+
| 20813 | 3.02421e+06 |   179.238       |
+-------+-------------+-----------------+
| 20814 | 3.02599e+06 |   122.749       |
+-------+-------------+-----------------+
| 20815 | 3.02777e+06 |   182.302       |
+-------+-------------+-----------------+
| 20816 | 3.00108e+06 |   156.25        |
+-------+-------------+-----------------+
| 20817 | 3.00286e+06 |   410.023       |
+-------+-------------+-----------------+
| 20818 | 3.00464e+06 |   215.557       |
+-------+-------------+-----------------+
| 20819 | 3.00642e+06 |   381.65        |
+-------+-------------+-----------------+
| 20820 | 3.0082e+06  |   245.382       |
+-------+-------------+-----------------+
| 20821 | 3.00999e+06 |   309.116       |
+-------+-------------+-----------------+
| 20822 | 3.01177e+06 |   279.718       |
+-------+-------------+-----------------+
| 20823 | 3.01355e+06 |   161.808       |
+-------+-------------+-----------------+
| 20824 | 3.01533e+06 |   425.143       |
+-------+-------------+-----------------+
| 20825 | 3.01712e+06 |   208.483       |
+-------+-------------+-----------------+
| 20826 | 3.0189e+06  |   393.068       |
+-------+-------------+-----------------+
| 20827 | 3.02068e+06 |   237.359       |
+-------+-------------+-----------------+
| 20828 | 3.02246e+06 |   320.608       |
+-------+-------------+-----------------+
| 20829 | 3.02424e+06 |   272.222       |
+-------+-------------+-----------------+
| 20830 | 3.02602e+06 |   173.232       |
+-------+-------------+-----------------+
| 20831 | 3.02781e+06 |   417.43        |
+-------+-------------+-----------------+
| 20832 | 3.00111e+06 |   138.344       |
+-------+-------------+-----------------+
| 20833 | 3.00289e+06 |   150.819       |
+-------+-------------+-----------------+
| 20834 | 3.00467e+06 |   108.007       |
+-------+-------------+-----------------+
| 20835 | 3.00646e+06 |   119.407       |
+-------+-------------+-----------------+
| 20836 | 3.00824e+06 |   105.478       |
+-------+-------------+-----------------+
| 20837 | 3.01002e+06 |   151.978       |
+-------+-------------+-----------------+
| 20838 | 3.0118e+06  |   150.43        |
+-------+-------------+-----------------+
| 20839 | 3.01358e+06 |   127.874       |
+-------+-------------+-----------------+
| 20840 | 3.01537e+06 |   151.306       |
+-------+-------------+-----------------+
| 20841 | 3.01715e+06 |   104.203       |
+-------+-------------+-----------------+
| 20842 | 3.01893e+06 |   120.275       |
+-------+-------------+-----------------+
| 20843 | 3.02071e+06 |   102.762       |
+-------+-------------+-----------------+
| 20844 | 3.02249e+06 |   154.535       |
+-------+-------------+-----------------+
| 20845 | 3.02428e+06 |   149.107       |
+-------+-------------+-----------------+
| 20846 | 3.02606e+06 |   129.672       |
+-------+-------------+-----------------+
| 20847 | 3.02784e+06 |   149.073       |
+-------+-------------+-----------------+
| 20848 | 3.00114e+06 |    47.9876      |
+-------+-------------+-----------------+
| 20849 | 3.00292e+06 |    42.543       |
+-------+-------------+-----------------+
| 20850 | 3.00471e+06 |    47.8048      |
+-------+-------------+-----------------+
| 20851 | 3.00649e+06 |    58.8649      |
+-------+-------------+-----------------+
| 20852 | 3.00827e+06 |    77.0994      |
+-------+-------------+-----------------+
| 20853 | 3.01005e+06 |    61.6243      |
+-------+-------------+-----------------+
| 20854 | 3.01184e+06 |    52.7784      |
+-------+-------------+-----------------+
| 20855 | 3.01362e+06 |    43.7577      |
+-------+-------------+-----------------+
| 20856 | 3.0154e+06  |    41.9883      |
+-------+-------------+-----------------+
| 20857 | 3.01718e+06 |    47.8235      |
+-------+-------------+-----------------+
| 20858 | 3.01896e+06 |    58.9226      |
+-------+-------------+-----------------+
| 20859 | 3.02074e+06 |    77.142       |
+-------+-------------+-----------------+
| 20860 | 3.02253e+06 |    61.6398      |
+-------+-------------+-----------------+
| 20861 | 3.02431e+06 |    52.7898      |
+-------+-------------+-----------------+
| 20862 | 3.02609e+06 |    43.7523      |
+-------+-------------+-----------------+
| 20863 | 3.02787e+06 |    41.9759      |
+-------+-------------+-----------------+
| 20864 | 3.00118e+06 |   242.462       |
+-------+-------------+-----------------+
| 20865 | 3.00296e+06 |   279.604       |
+-------+-------------+-----------------+
| 20866 | 3.00474e+06 |   192.766       |
+-------+-------------+-----------------+
| 20867 | 3.00652e+06 |   264.899       |
+-------+-------------+-----------------+
| 20868 | 3.0083e+06  |   320.898       |
+-------+-------------+-----------------+
| 20869 | 3.01009e+06 |   287.866       |
+-------+-------------+-----------------+
| 20870 | 3.01187e+06 |   291.261       |
+-------+-------------+-----------------+
| 20871 | 3.01365e+06 |   239.943       |
+-------+-------------+-----------------+
| 20872 | 3.01543e+06 |   279.079       |
+-------+-------------+-----------------+
| 20873 | 3.01721e+06 |   196.155       |
+-------+-------------+-----------------+
| 20874 | 3.019e+06   |   259.523       |
+-------+-------------+-----------------+
| 20875 | 3.02078e+06 |   320.554       |
+-------+-------------+-----------------+
| 20876 | 3.02256e+06 |   287.522       |
+-------+-------------+-----------------+
| 20877 | 3.02434e+06 |   290.435       |
+-------+-------------+-----------------+
| 20878 | 3.02612e+06 |   239.479       |
+-------+-------------+-----------------+
| 20879 | 3.02791e+06 |   280.719       |
+-------+-------------+-----------------+
| 20880 | 3.00121e+06 |    57.3712      |
+-------+-------------+-----------------+
| 20881 | 3.00299e+06 |   192.261       |
+-------+-------------+-----------------+
| 20882 | 3.00477e+06 |    37.34        |
+-------+-------------+-----------------+
| 20883 | 3.00656e+06 |    78.7729      |
+-------+-------------+-----------------+
| 20884 | 3.00834e+06 |    94.4998      |
+-------+-------------+-----------------+
| 20885 | 3.01012e+06 |    53.1859      |
+-------+-------------+-----------------+
| 20886 | 3.0119e+06  |    77.4136      |
+-------+-------------+-----------------+
| 20887 | 3.01368e+06 |    50.3859      |
+-------+-------------+-----------------+
| 20888 | 3.01546e+06 |   205.487       |
+-------+-------------+-----------------+
| 20889 | 3.01725e+06 |    33.0124      |
+-------+-------------+-----------------+
| 20890 | 3.01903e+06 |    76.5107      |
+-------+-------------+-----------------+
| 20891 | 3.02081e+06 |    95.6327      |
+-------+-------------+-----------------+
| 20892 | 3.02259e+06 |    52.7388      |
+-------+-------------+-----------------+
| 20893 | 3.02438e+06 |    73.2164      |
+-------+-------------+-----------------+
| 20894 | 3.02616e+06 |    48.2308      |
+-------+-------------+-----------------+
| 20895 | 3.02794e+06 |   207.009       |
+-------+-------------+-----------------+
| 20896 | 3.00124e+06 |   101.8         |
+-------+-------------+-----------------+
| 20897 | 3.00302e+06 |   144.838       |
+-------+-------------+-----------------+
| 20898 | 3.00481e+06 |   131.776       |
+-------+-------------+-----------------+
| 20899 | 3.00659e+06 |   217.436       |
+-------+-------------+-----------------+
| 20900 | 3.00837e+06 |   128.664       |
+-------+-------------+-----------------+
| 20901 | 3.01015e+06 |   145.246       |
+-------+-------------+-----------------+
| 20902 | 3.01193e+06 |   130.182       |
+-------+-------------+-----------------+
| 20903 | 3.01372e+06 |   100.666       |
+-------+-------------+-----------------+
| 20904 | 3.0155e+06  |   144.359       |
+-------+-------------+-----------------+
| 20905 | 3.01728e+06 |   131.823       |
+-------+-------------+-----------------+
| 20906 | 3.01906e+06 |   218.491       |
+-------+-------------+-----------------+
| 20907 | 3.02084e+06 |   129.012       |
+-------+-------------+-----------------+
| 20908 | 3.02263e+06 |   145.894       |
+-------+-------------+-----------------+
| 20909 | 3.02441e+06 |   130.095       |
+-------+-------------+-----------------+
| 20910 | 3.02619e+06 |   100.863       |
+-------+-------------+-----------------+
| 20911 | 3.02797e+06 |   144.451       |
+-------+-------------+-----------------+
| 20912 | 3.00128e+06 |   533.912       |
+-------+-------------+-----------------+
| 20913 | 3.00306e+06 |   479.298       |
+-------+-------------+-----------------+
| 20914 | 3.00484e+06 |  1205.7         |
+-------+-------------+-----------------+
| 20915 | 3.00662e+06 |   346.509       |
+-------+-------------+-----------------+
| 20916 | 3.0084e+06  |   463.454       |
+-------+-------------+-----------------+
| 20917 | 3.01018e+06 |   386.24        |
+-------+-------------+-----------------+
| 20918 | 3.01197e+06 |   462.387       |
+-------+-------------+-----------------+
| 20919 | 3.01375e+06 |   505.622       |
+-------+-------------+-----------------+
| 20920 | 3.01553e+06 |   512.599       |
+-------+-------------+-----------------+
| 20921 | 3.01731e+06 |  1180.14        |
+-------+-------------+-----------------+
| 20922 | 3.0191e+06  |   357.361       |
+-------+-------------+-----------------+
| 20923 | 3.02088e+06 |   449.887       |
+-------+-------------+-----------------+
| 20924 | 3.02266e+06 |   398.848       |
+-------+-------------+-----------------+
| 20925 | 3.02444e+06 |   452.137       |
+-------+-------------+-----------------+
| 20926 | 3.02622e+06 |   513.362       |
+-------+-------------+-----------------+
| 20927 | 3.028e+06   |   505.821       |
+-------+-------------+-----------------+
| 20928 | 3.00131e+06 |   322.205       |
+-------+-------------+-----------------+
| 20929 | 3.00309e+06 |   716.537       |
+-------+-------------+-----------------+
| 20930 | 3.00487e+06 |   271.794       |
+-------+-------------+-----------------+
| 20931 | 3.00665e+06 |   379.557       |
+-------+-------------+-----------------+
| 20932 | 3.00844e+06 |   479.914       |
+-------+-------------+-----------------+
| 20933 | 3.01022e+06 |   275.766       |
+-------+-------------+-----------------+
| 20934 | 3.012e+06   |   311.724       |
+-------+-------------+-----------------+
| 20935 | 3.01378e+06 |   321.054       |
+-------+-------------+-----------------+
| 20936 | 3.01556e+06 |   716.681       |
+-------+-------------+-----------------+
| 20937 | 3.01735e+06 |   273.92        |
+-------+-------------+-----------------+
| 20938 | 3.01913e+06 |   382.639       |
+-------+-------------+-----------------+
| 20939 | 3.02091e+06 |   483.596       |
+-------+-------------+-----------------+
| 20940 | 3.02269e+06 |   280.051       |
+-------+-------------+-----------------+
| 20941 | 3.02447e+06 |   316.29        |
+-------+-------------+-----------------+
| 20942 | 3.02626e+06 |   325.663       |
+-------+-------------+-----------------+
| 20943 | 3.02804e+06 |   721.372       |
+-------+-------------+-----------------+
| 20944 | 3.00134e+06 |    88.9315      |
+-------+-------------+-----------------+
| 20945 | 3.00312e+06 |    99.314       |
+-------+-------------+-----------------+
| 20946 | 3.0049e+06  |    81.8045      |
+-------+-------------+-----------------+
| 20947 | 3.00669e+06 |   115.867       |
+-------+-------------+-----------------+
| 20948 | 3.00847e+06 |   141.645       |
+-------+-------------+-----------------+
| 20949 | 3.01025e+06 |    73.6727      |
+-------+-------------+-----------------+
| 20950 | 3.01203e+06 |    90.2336      |
+-------+-------------+-----------------+
| 20951 | 3.01382e+06 |    86.1662      |
+-------+-------------+-----------------+
| 20952 | 3.0156e+06  |    96.0372      |
+-------+-------------+-----------------+
| 20953 | 3.01738e+06 |    80.5718      |
+-------+-------------+-----------------+
| 20954 | 3.01916e+06 |   112.575       |
+-------+-------------+-----------------+
| 20955 | 3.02094e+06 |   140.106       |
+-------+-------------+-----------------+
| 20956 | 3.02272e+06 |    71.5982      |
+-------+-------------+-----------------+
| 20957 | 3.02451e+06 |    87.9456      |
+-------+-------------+-----------------+
| 20958 | 3.02629e+06 |    83.7305      |
+-------+-------------+-----------------+
| 20959 | 3.02807e+06 |    94.0362      |
+-------+-------------+-----------------+
| 20960 | 3.00137e+06 |   124.371       |
+-------+-------------+-----------------+
| 20961 | 3.00316e+06 |   124.844       |
+-------+-------------+-----------------+
| 20962 | 3.00494e+06 |   111.96        |
+-------+-------------+-----------------+
| 20963 | 3.00672e+06 |   112.724       |
+-------+-------------+-----------------+
| 20964 | 3.0085e+06  |   141.723       |
+-------+-------------+-----------------+
| 20965 | 3.01028e+06 |   117.389       |
+-------+-------------+-----------------+
| 20966 | 3.01207e+06 |   112.279       |
+-------+-------------+-----------------+
| 20967 | 3.01385e+06 |   120.921       |
+-------+-------------+-----------------+
| 20968 | 3.01563e+06 |   122.285       |
+-------+-------------+-----------------+
| 20969 | 3.01741e+06 |   111.02        |
+-------+-------------+-----------------+
| 20970 | 3.01919e+06 |   112.448       |
+-------+-------------+-----------------+
| 20971 | 3.02098e+06 |   141.892       |
+-------+-------------+-----------------+
| 20972 | 3.02276e+06 |   117.798       |
+-------+-------------+-----------------+
| 20973 | 3.02454e+06 |   112.85        |
+-------+-------------+-----------------+
| 20974 | 3.02632e+06 |   121.613       |
+-------+-------------+-----------------+
| 20975 | 3.0281e+06  |   123.025       |
+-------+-------------+-----------------+
| 20976 | 3.00141e+06 |   366.539       |
+-------+-------------+-----------------+
| 20977 | 3.00319e+06 |   903.528       |
+-------+-------------+-----------------+
| 20978 | 3.00497e+06 |   618.21        |
+-------+-------------+-----------------+
| 20979 | 3.00675e+06 |   203.37        |
+-------+-------------+-----------------+
| 20980 | 3.00854e+06 |   958.947       |
+-------+-------------+-----------------+
| 20981 | 3.01032e+06 |   344.834       |
+-------+-------------+-----------------+
| 20982 | 3.0121e+06  |   739.417       |
+-------+-------------+-----------------+
| 20983 | 3.01388e+06 |   554.215       |
+-------+-------------+-----------------+
| 20984 | 3.01566e+06 |   924.425       |
+-------+-------------+-----------------+
| 20985 | 3.01744e+06 |   596.262       |
+-------+-------------+-----------------+
| 20986 | 3.01923e+06 |   268.122       |
+-------+-------------+-----------------+
| 20987 | 3.02101e+06 |   952.59        |
+-------+-------------+-----------------+
| 20988 | 3.02279e+06 |   386.7         |
+-------+-------------+-----------------+
| 20989 | 3.02457e+06 |   781.066       |
+-------+-------------+-----------------+
| 20990 | 3.02636e+06 |   519.759       |
+-------+-------------+-----------------+
| 20991 | 3.02814e+06 |   918.829       |
+-------+-------------+-----------------+
| 20992 | 3.00144e+06 |   388.876       |
+-------+-------------+-----------------+
| 20993 | 3.00322e+06 |   341.178       |
+-------+-------------+-----------------+
| 20994 | 3.005e+06   |   639.6         |
+-------+-------------+-----------------+
| 20995 | 3.00679e+06 |   368.017       |
+-------+-------------+-----------------+
| 20996 | 3.00857e+06 |   270.425       |
+-------+-------------+-----------------+
| 20997 | 3.01035e+06 |   329.93        |
+-------+-------------+-----------------+
| 20998 | 3.01213e+06 |   299.664       |
+-------+-------------+-----------------+
| 20999 | 3.01391e+06 |   384.421       |
+-------+-------------+-----------------+
| 21000 | 3.0157e+06  |   340.799       |
+-------+-------------+-----------------+
| 21001 | 3.01748e+06 |   636.754       |
+-------+-------------+-----------------+
| 21002 | 3.01926e+06 |   367.33        |
+-------+-------------+-----------------+
| 21003 | 3.02104e+06 |   268.628       |
+-------+-------------+-----------------+
| 21004 | 3.02282e+06 |   328.81        |
+-------+-------------+-----------------+
| 21005 | 3.02461e+06 |   298.182       |
+-------+-------------+-----------------+
| 21006 | 3.02639e+06 |   383.555       |
+-------+-------------+-----------------+
| 21007 | 3.02817e+06 |   339.211       |
+-------+-------------+-----------------+
| 21008 | 3.00147e+06 |   280.943       |
+-------+-------------+-----------------+
| 21009 | 3.00326e+06 |   217.874       |
+-------+-------------+-----------------+
| 21010 | 3.00504e+06 |   417.372       |
+-------+-------------+-----------------+
| 21011 | 3.00682e+06 |   228.06        |
+-------+-------------+-----------------+
| 21012 | 3.0086e+06  |   173           |
+-------+-------------+-----------------+
| 21013 | 3.01038e+06 |   163.163       |
+-------+-------------+-----------------+
| 21014 | 3.01216e+06 |   155.552       |
+-------+-------------+-----------------+
| 21015 | 3.01395e+06 |   265.903       |
+-------+-------------+-----------------+
| 21016 | 3.01573e+06 |   214.436       |
+-------+-------------+-----------------+
| 21017 | 3.01751e+06 |   424.664       |
+-------+-------------+-----------------+
| 21018 | 3.01929e+06 |   233.97        |
+-------+-------------+-----------------+
| 21019 | 3.02108e+06 |   172.247       |
+-------+-------------+-----------------+
| 21020 | 3.02286e+06 |   163.945       |
+-------+-------------+-----------------+
| 21021 | 3.02464e+06 |   160.459       |
+-------+-------------+-----------------+
| 21022 | 3.02642e+06 |   268.32        |
+-------+-------------+-----------------+
| 21023 | 3.0282e+06  |   216.472       |
+-------+-------------+-----------------+
| 21024 | 3.00151e+06 |   231.257       |
+-------+-------------+-----------------+
| 21025 | 3.00329e+06 |   226.642       |
+-------+-------------+-----------------+
| 21026 | 3.00507e+06 |   419.66        |
+-------+-------------+-----------------+
| 21027 | 3.00685e+06 |   271.295       |
+-------+-------------+-----------------+
| 21028 | 3.00863e+06 |   317.417       |
+-------+-------------+-----------------+
| 21029 | 3.01042e+06 |   242.856       |
+-------+-------------+-----------------+
| 21030 | 3.0122e+06  |   215.527       |
+-------+-------------+-----------------+
| 21031 | 3.01398e+06 |   232.473       |
+-------+-------------+-----------------+
| 21032 | 3.01576e+06 |   221.349       |
+-------+-------------+-----------------+
| 21033 | 3.01754e+06 |   432.982       |
+-------+-------------+-----------------+
| 21034 | 3.01933e+06 |   272.782       |
+-------+-------------+-----------------+
| 21035 | 3.02111e+06 |   316.318       |
+-------+-------------+-----------------+
| 21036 | 3.02289e+06 |   240.276       |
+-------+-------------+-----------------+
| 21037 | 3.02467e+06 |   210.793       |
+-------+-------------+-----------------+
| 21038 | 3.02645e+06 |   233.328       |
+-------+-------------+-----------------+
| 21039 | 3.02824e+06 |   222.886       |
+-------+-------------+-----------------+
| 21040 | 3.00154e+06 |   265.061       |
+-------+-------------+-----------------+
| 21041 | 3.00332e+06 |   227.827       |
+-------+-------------+-----------------+
| 21042 | 3.0051e+06  |   417.517       |
+-------+-------------+-----------------+
| 21043 | 3.00688e+06 |   316.07        |
+-------+-------------+-----------------+
| 21044 | 3.00867e+06 |   338.119       |
+-------+-------------+-----------------+
| 21045 | 3.01045e+06 |   264.97        |
+-------+-------------+-----------------+
| 21046 | 3.01223e+06 |   228.245       |
+-------+-------------+-----------------+
| 21047 | 3.01401e+06 |   262.27        |
+-------+-------------+-----------------+
| 21048 | 3.0158e+06  |   228.758       |
+-------+-------------+-----------------+
| 21049 | 3.01758e+06 |   415.989       |
+-------+-------------+-----------------+
| 21050 | 3.01936e+06 |   315.181       |
+-------+-------------+-----------------+
| 21051 | 3.02114e+06 |   336.673       |
+-------+-------------+-----------------+
| 21052 | 3.02292e+06 |   264.847       |
+-------+-------------+-----------------+
| 21053 | 3.0247e+06  |   227.142       |
+-------+-------------+-----------------+
| 21054 | 3.02649e+06 |   261.563       |
+-------+-------------+-----------------+
| 21055 | 3.02827e+06 |   227.723       |
+-------+-------------+-----------------+
| 21056 | 3.00157e+06 |   165.453       |
+-------+-------------+-----------------+
| 21057 | 3.00335e+06 |   307.847       |
+-------+-------------+-----------------+
| 21058 | 3.00514e+06 |   129.661       |
+-------+-------------+-----------------+
| 21059 | 3.00692e+06 |   227.836       |
+-------+-------------+-----------------+
| 21060 | 3.0087e+06  |   250.961       |
+-------+-------------+-----------------+
| 21061 | 3.01048e+06 |   174.463       |
+-------+-------------+-----------------+
| 21062 | 3.01226e+06 |   185.951       |
+-------+-------------+-----------------+
| 21063 | 3.01405e+06 |   159.016       |
+-------+-------------+-----------------+
| 21064 | 3.01583e+06 |   301.158       |
+-------+-------------+-----------------+
| 21065 | 3.01761e+06 |   135.256       |
+-------+-------------+-----------------+
| 21066 | 3.01939e+06 |   224.561       |
+-------+-------------+-----------------+
| 21067 | 3.02117e+06 |   249.06        |
+-------+-------------+-----------------+
| 21068 | 3.02296e+06 |   165.883       |
+-------+-------------+-----------------+
| 21069 | 3.02474e+06 |   187.44        |
+-------+-------------+-----------------+
| 21070 | 3.02652e+06 |   157.578       |
+-------+-------------+-----------------+
| 21071 | 3.0283e+06  |   299.753       |
+-------+-------------+-----------------+
| 21072 | 3.0016e+06  |   108.137       |
+-------+-------------+-----------------+
| 21073 | 3.00339e+06 |   134.142       |
+-------+-------------+-----------------+
| 21074 | 3.00517e+06 |    95.0701      |
+-------+-------------+-----------------+
| 21075 | 3.00695e+06 |   113.352       |
+-------+-------------+-----------------+
| 21076 | 3.00873e+06 |   149.198       |
+-------+-------------+-----------------+
| 21077 | 3.01052e+06 |   114.024       |
+-------+-------------+-----------------+
| 21078 | 3.0123e+06  |   122.715       |
+-------+-------------+-----------------+
| 21079 | 3.01408e+06 |   100.995       |
+-------+-------------+-----------------+
| 21080 | 3.01586e+06 |   139.568       |
+-------+-------------+-----------------+
| 21081 | 3.01764e+06 |    90.5387      |
+-------+-------------+-----------------+
| 21082 | 3.01942e+06 |   115.654       |
+-------+-------------+-----------------+
| 21083 | 3.02121e+06 |   144.971       |
+-------+-------------+-----------------+
| 21084 | 3.02299e+06 |   117.966       |
+-------+-------------+-----------------+
| 21085 | 3.02477e+06 |   117.375       |
+-------+-------------+-----------------+
| 21086 | 3.02655e+06 |   105.089       |
+-------+-------------+-----------------+
| 21087 | 3.02834e+06 |   135.262       |
+-------+-------------+-----------------+
| 21088 | 3.00164e+06 |   708.177       |
+-------+-------------+-----------------+
| 21089 | 3.00342e+06 |   703.481       |
+-------+-------------+-----------------+
| 21090 | 3.0052e+06  |  1442.43        |
+-------+-------------+-----------------+
| 21091 | 3.00698e+06 |   871.675       |
+-------+-------------+-----------------+
| 21092 | 3.00877e+06 |   839.796       |
+-------+-------------+-----------------+
| 21093 | 3.01055e+06 |   624.967       |
+-------+-------------+-----------------+
| 21094 | 3.01233e+06 |   598.934       |
+-------+-------------+-----------------+
| 21095 | 3.01411e+06 |   726.703       |
+-------+-------------+-----------------+
| 21096 | 3.01589e+06 |   679.609       |
+-------+-------------+-----------------+
| 21097 | 3.01768e+06 |  1460.03        |
+-------+-------------+-----------------+
| 21098 | 3.01946e+06 |   853.963       |
+-------+-------------+-----------------+
| 21099 | 3.02124e+06 |   854.914       |
+-------+-------------+-----------------+
| 21100 | 3.02302e+06 |   602.182       |
+-------+-------------+-----------------+
| 21101 | 3.0248e+06  |   608.229       |
+-------+-------------+-----------------+
| 21102 | 3.02659e+06 |   708.005       |
+-------+-------------+-----------------+
| 21103 | 3.02837e+06 |   690.091       |
+-------+-------------+-----------------+
| 21104 | 3.00167e+06 |    56.5389      |
+-------+-------------+-----------------+
| 21105 | 3.00345e+06 |   141.304       |
+-------+-------------+-----------------+
| 21106 | 3.00524e+06 |    42.364       |
+-------+-------------+-----------------+
| 21107 | 3.00702e+06 |    67.7501      |
+-------+-------------+-----------------+
| 21108 | 3.0088e+06  |    61.8798      |
+-------+-------------+-----------------+
| 21109 | 3.01058e+06 |    59.7148      |
+-------+-------------+-----------------+
| 21110 | 3.01236e+06 |    78.8105      |
+-------+-------------+-----------------+
| 21111 | 3.01414e+06 |    59.2507      |
+-------+-------------+-----------------+
| 21112 | 3.01593e+06 |   141.727       |
+-------+-------------+-----------------+
| 21113 | 3.01771e+06 |    43.0996      |
+-------+-------------+-----------------+
| 21114 | 3.01949e+06 |    68.337       |
+-------+-------------+-----------------+
| 21115 | 3.02127e+06 |    62.4196      |
+-------+-------------+-----------------+
| 21116 | 3.02306e+06 |    60.2873      |
+-------+-------------+-----------------+
| 21117 | 3.02484e+06 |    79.2428      |
+-------+-------------+-----------------+
| 21118 | 3.02662e+06 |    59.7278      |
+-------+-------------+-----------------+
| 21119 | 3.0284e+06  |   142.179       |
+-------+-------------+-----------------+
| 21120 | 3.0017e+06  |   278.702       |
+-------+-------------+-----------------+
| 21121 | 3.00349e+06 |   611.585       |
+-------+-------------+-----------------+
| 21122 | 3.00527e+06 |   316.903       |
+-------+-------------+-----------------+
| 21123 | 3.00705e+06 |   338.033       |
+-------+-------------+-----------------+
| 21124 | 3.00883e+06 |   425.602       |
+-------+-------------+-----------------+
| 21125 | 3.01061e+06 |   315.363       |
+-------+-------------+-----------------+
| 21126 | 3.0124e+06  |   327.649       |
+-------+-------------+-----------------+
| 21127 | 3.01418e+06 |   273.467       |
+-------+-------------+-----------------+
| 21128 | 3.01596e+06 |   608.5         |
+-------+-------------+-----------------+
| 21129 | 3.01774e+06 |   315.369       |
+-------+-------------+-----------------+
| 21130 | 3.01952e+06 |   336.804       |
+-------+-------------+-----------------+
| 21131 | 3.02131e+06 |   424.107       |
+-------+-------------+-----------------+
| 21132 | 3.02309e+06 |   314.239       |
+-------+-------------+-----------------+
| 21133 | 3.02487e+06 |   326.304       |
+-------+-------------+-----------------+
| 21134 | 3.02665e+06 |   272.272       |
+-------+-------------+-----------------+
| 21135 | 3.02843e+06 |   607.295       |
+-------+-------------+-----------------+
| 21136 | 3.00174e+06 |    63.706       |
+-------+-------------+-----------------+
| 21137 | 3.00352e+06 |   106.495       |
+-------+-------------+-----------------+
| 21138 | 3.0053e+06  |    57.4258      |
+-------+-------------+-----------------+
| 21139 | 3.00708e+06 |    82.1628      |
+-------+-------------+-----------------+
| 21140 | 3.00886e+06 |    79.1453      |
+-------+-------------+-----------------+
| 21141 | 3.01065e+06 |    68.3884      |
+-------+-------------+-----------------+
| 21142 | 3.01243e+06 |    75.0467      |
+-------+-------------+-----------------+
| 21143 | 3.01421e+06 |    62.0568      |
+-------+-------------+-----------------+
| 21144 | 3.01599e+06 |   108.883       |
+-------+-------------+-----------------+
| 21145 | 3.01778e+06 |    55.6562      |
+-------+-------------+-----------------+
| 21146 | 3.01956e+06 |    84.5222      |
+-------+-------------+-----------------+
| 21147 | 3.02134e+06 |    77.3915      |
+-------+-------------+-----------------+
| 21148 | 3.02312e+06 |    70.7429      |
+-------+-------------+-----------------+
| 21149 | 3.0249e+06  |    73.3169      |
+-------+-------------+-----------------+
| 21150 | 3.02668e+06 |    64.3901      |
+-------+-------------+-----------------+
| 21151 | 3.02847e+06 |   107.167       |
+-------+-------------+-----------------+
| 21152 | 3.00177e+06 |   237.632       |
+-------+-------------+-----------------+
| 21153 | 3.00355e+06 |   353.869       |
+-------+-------------+-----------------+
| 21154 | 3.00533e+06 |   209.26        |
+-------+-------------+-----------------+
| 21155 | 3.00712e+06 |   272.95        |
+-------+-------------+-----------------+
| 21156 | 3.0089e+06  |   307.174       |
+-------+-------------+-----------------+
| 21157 | 3.01068e+06 |   210.863       |
+-------+-------------+-----------------+
| 21158 | 3.01246e+06 |   239.617       |
+-------+-------------+-----------------+
| 21159 | 3.01424e+06 |   231.557       |
+-------+-------------+-----------------+
| 21160 | 3.01603e+06 |   356.113       |
+-------+-------------+-----------------+
| 21161 | 3.01781e+06 |   202.547       |
+-------+-------------+-----------------+
| 21162 | 3.01959e+06 |   279.632       |
+-------+-------------+-----------------+
| 21163 | 3.02137e+06 |   304.033       |
+-------+-------------+-----------------+
| 21164 | 3.02315e+06 |   210.5         |
+-------+-------------+-----------------+
| 21165 | 3.02494e+06 |   237.71        |
+-------+-------------+-----------------+
| 21166 | 3.02672e+06 |   231.897       |
+-------+-------------+-----------------+
| 21167 | 3.0285e+06  |   352.416       |
+-------+-------------+-----------------+
| 21168 | 3.0018e+06  |   153.371       |
+-------+-------------+-----------------+
| 21169 | 3.00358e+06 |   226.458       |
+-------+-------------+-----------------+
| 21170 | 3.00537e+06 |   166.437       |
+-------+-------------+-----------------+
| 21171 | 3.00715e+06 |   180.659       |
+-------+-------------+-----------------+
| 21172 | 3.00893e+06 |   165.555       |
+-------+-------------+-----------------+
| 21173 | 3.01071e+06 |   179.13        |
+-------+-------------+-----------------+
| 21174 | 3.0125e+06  |   169.732       |
+-------+-------------+-----------------+
| 21175 | 3.01428e+06 |   154.255       |
+-------+-------------+-----------------+
| 21176 | 3.01606e+06 |   224.405       |
+-------+-------------+-----------------+
| 21177 | 3.01784e+06 |   167.15        |
+-------+-------------+-----------------+
| 21178 | 3.01962e+06 |   174.422       |
+-------+-------------+-----------------+
| 21179 | 3.0214e+06  |   167.029       |
+-------+-------------+-----------------+
| 21180 | 3.02319e+06 |   178.569       |
+-------+-------------+-----------------+
| 21181 | 3.02497e+06 |   171.809       |
+-------+-------------+-----------------+
| 21182 | 3.02675e+06 |   153.414       |
+-------+-------------+-----------------+
| 21183 | 3.02853e+06 |   223.892       |
+-------+-------------+-----------------+
| 21184 | 3.00184e+06 |   188.656       |
+-------+-------------+-----------------+
| 21185 | 3.00362e+06 |   288.046       |
+-------+-------------+-----------------+
| 21186 | 3.0054e+06  |   168.924       |
+-------+-------------+-----------------+
| 21187 | 3.00718e+06 |   189.273       |
+-------+-------------+-----------------+
| 21188 | 3.00896e+06 |   214.721       |
+-------+-------------+-----------------+
| 21189 | 3.01075e+06 |   198.601       |
+-------+-------------+-----------------+
| 21190 | 3.01253e+06 |   208.431       |
+-------+-------------+-----------------+
| 21191 | 3.01431e+06 |   171.038       |
+-------+-------------+-----------------+
| 21192 | 3.01609e+06 |   300.04        |
+-------+-------------+-----------------+
| 21193 | 3.01787e+06 |   162.598       |
+-------+-------------+-----------------+
| 21194 | 3.01966e+06 |   186.961       |
+-------+-------------+-----------------+
| 21195 | 3.02144e+06 |   209.826       |
+-------+-------------+-----------------+
| 21196 | 3.02322e+06 |   195.394       |
+-------+-------------+-----------------+
| 21197 | 3.025e+06   |   208.197       |
+-------+-------------+-----------------+
| 21198 | 3.02678e+06 |   173.497       |
+-------+-------------+-----------------+
| 21199 | 3.02857e+06 |   298.195       |
+-------+-------------+-----------------+
| 21200 | 3.00187e+06 |   207.609       |
+-------+-------------+-----------------+
| 21201 | 3.00365e+06 |   369.257       |
+-------+-------------+-----------------+
| 21202 | 3.00543e+06 |   176.604       |
+-------+-------------+-----------------+
| 21203 | 3.00722e+06 |   217.019       |
+-------+-------------+-----------------+
| 21204 | 3.009e+06   |   202.162       |
+-------+-------------+-----------------+
| 21205 | 3.01078e+06 |   196.717       |
+-------+-------------+-----------------+
| 21206 | 3.01256e+06 |   236.812       |
+-------+-------------+-----------------+
| 21207 | 3.01434e+06 |   210.148       |
+-------+-------------+-----------------+
| 21208 | 3.01612e+06 |   367.445       |
+-------+-------------+-----------------+
| 21209 | 3.01791e+06 |   180.191       |
+-------+-------------+-----------------+
| 21210 | 3.01969e+06 |   207.764       |
+-------+-------------+-----------------+
| 21211 | 3.02147e+06 |   201.939       |
+-------+-------------+-----------------+
| 21212 | 3.02325e+06 |   193.332       |
+-------+-------------+-----------------+
| 21213 | 3.02504e+06 |   237.423       |
+-------+-------------+-----------------+
| 21214 | 3.02682e+06 |   205.943       |
+-------+-------------+-----------------+
| 21215 | 3.0286e+06  |   369.068       |
+-------+-------------+-----------------+
| 21216 | 3.0019e+06  |   252.402       |
+-------+-------------+-----------------+
| 21217 | 3.00368e+06 |   242           |
+-------+-------------+-----------------+
| 21218 | 3.00547e+06 |   315.343       |
+-------+-------------+-----------------+
| 21219 | 3.00725e+06 |   218.54        |
+-------+-------------+-----------------+
| 21220 | 3.00903e+06 |   154.976       |
+-------+-------------+-----------------+
| 21221 | 3.01081e+06 |   171.038       |
+-------+-------------+-----------------+
| 21222 | 3.01259e+06 |   209.391       |
+-------+-------------+-----------------+
| 21223 | 3.01438e+06 |   241.833       |
+-------+-------------+-----------------+
| 21224 | 3.01616e+06 |   232.342       |
+-------+-------------+-----------------+
| 21225 | 3.01794e+06 |   320.683       |
+-------+-------------+-----------------+
| 21226 | 3.01972e+06 |   222.664       |
+-------+-------------+-----------------+
| 21227 | 3.0215e+06  |   156.289       |
+-------+-------------+-----------------+
| 21228 | 3.02329e+06 |   170.108       |
+-------+-------------+-----------------+
| 21229 | 3.02507e+06 |   203.921       |
+-------+-------------+-----------------+
| 21230 | 3.02685e+06 |   240.056       |
+-------+-------------+-----------------+
| 21231 | 3.02863e+06 |   231.023       |
+-------+-------------+-----------------+
| 21232 | 3.00194e+06 |   175.722       |
+-------+-------------+-----------------+
| 21233 | 3.00372e+06 |   148.38        |
+-------+-------------+-----------------+
| 21234 | 3.0055e+06  |   233.735       |
+-------+-------------+-----------------+
| 21235 | 3.00728e+06 |   198.596       |
+-------+-------------+-----------------+
| 21236 | 3.00906e+06 |   154.481       |
+-------+-------------+-----------------+
| 21237 | 3.01084e+06 |   164.168       |
+-------+-------------+-----------------+
| 21238 | 3.01263e+06 |   120.16        |
+-------+-------------+-----------------+
| 21239 | 3.01441e+06 |   178.127       |
+-------+-------------+-----------------+
| 21240 | 3.01619e+06 |   146.633       |
+-------+-------------+-----------------+
| 21241 | 3.01797e+06 |   235.696       |
+-------+-------------+-----------------+
| 21242 | 3.01976e+06 |   197.367       |
+-------+-------------+-----------------+
| 21243 | 3.02154e+06 |   156.37        |
+-------+-------------+-----------------+
| 21244 | 3.02332e+06 |   163.149       |
+-------+-------------+-----------------+
| 21245 | 3.0251e+06  |   121.526       |
+-------+-------------+-----------------+
| 21246 | 3.02688e+06 |   177.029       |
+-------+-------------+-----------------+
| 21247 | 3.02866e+06 |   148.049       |
+-------+-------------+-----------------+
| 21248 | 3.00197e+06 |   210.44        |
+-------+-------------+-----------------+
| 21249 | 3.00375e+06 |   313.994       |
+-------+-------------+-----------------+
| 21250 | 3.00553e+06 |   230.987       |
+-------+-------------+-----------------+
| 21251 | 3.00731e+06 |    99.0105      |
+-------+-------------+-----------------+
| 21252 | 3.0091e+06  |   307.699       |
+-------+-------------+-----------------+
| 21253 | 3.01088e+06 |   315.783       |
+-------+-------------+-----------------+
| 21254 | 3.01266e+06 |   317.978       |
+-------+-------------+-----------------+
| 21255 | 3.01444e+06 |   204.157       |
+-------+-------------+-----------------+
| 21256 | 3.01622e+06 |   299.449       |
+-------+-------------+-----------------+
| 21257 | 3.01801e+06 |   217.921       |
+-------+-------------+-----------------+
| 21258 | 3.01979e+06 |    73.0925      |
+-------+-------------+-----------------+
| 21259 | 3.02157e+06 |   310.401       |
+-------+-------------+-----------------+
| 21260 | 3.02335e+06 |   310.468       |
+-------+-------------+-----------------+
| 21261 | 3.02513e+06 |   311.49        |
+-------+-------------+-----------------+
| 21262 | 3.02692e+06 |   201.597       |
+-------+-------------+-----------------+
| 21263 | 3.0287e+06  |   296.257       |
+-------+-------------+-----------------+
| 21264 | 3.002e+06   |   354.248       |
+-------+-------------+-----------------+
| 21265 | 3.00378e+06 |   377.224       |
+-------+-------------+-----------------+
| 21266 | 3.00556e+06 |   647.977       |
+-------+-------------+-----------------+
| 21267 | 3.00735e+06 |   414.169       |
+-------+-------------+-----------------+
| 21268 | 3.00913e+06 |   443.946       |
+-------+-------------+-----------------+
| 21269 | 3.01091e+06 |   379.672       |
+-------+-------------+-----------------+
| 21270 | 3.01269e+06 |   362.371       |
+-------+-------------+-----------------+
| 21271 | 3.01448e+06 |   374.134       |
+-------+-------------+-----------------+
| 21272 | 3.01626e+06 |   360.863       |
+-------+-------------+-----------------+
| 21273 | 3.01804e+06 |   663.191       |
+-------+-------------+-----------------+
| 21274 | 3.01982e+06 |   414.841       |
+-------+-------------+-----------------+
| 21275 | 3.0216e+06  |   448.05        |
+-------+-------------+-----------------+
| 21276 | 3.02338e+06 |   387.117       |
+-------+-------------+-----------------+
| 21277 | 3.02517e+06 |   365.798       |
+-------+-------------+-----------------+
| 21278 | 3.02695e+06 |   378.822       |
+-------+-------------+-----------------+
| 21279 | 3.02873e+06 |   365.686       |
+-------+-------------+-----------------+
| 21280 | 3.00203e+06 |   123.804       |
+-------+-------------+-----------------+
| 21281 | 3.00382e+06 |   144.382       |
+-------+-------------+-----------------+
| 21282 | 3.0056e+06  |   128.398       |
+-------+-------------+-----------------+
| 21283 | 3.00738e+06 |   160.084       |
+-------+-------------+-----------------+
| 21284 | 3.00916e+06 |   143.559       |
+-------+-------------+-----------------+
| 21285 | 3.01094e+06 |   127.733       |
+-------+-------------+-----------------+
| 21286 | 3.01273e+06 |   132.394       |
+-------+-------------+-----------------+
| 21287 | 3.01451e+06 |   123.853       |
+-------+-------------+-----------------+
| 21288 | 3.01629e+06 |   144.823       |
+-------+-------------+-----------------+
| 21289 | 3.01807e+06 |   127.622       |
+-------+-------------+-----------------+
| 21290 | 3.01985e+06 |   160.592       |
+-------+-------------+-----------------+
| 21291 | 3.02164e+06 |   143.109       |
+-------+-------------+-----------------+
| 21292 | 3.02342e+06 |   127.687       |
+-------+-------------+-----------------+
| 21293 | 3.0252e+06  |   133.043       |
+-------+-------------+-----------------+
| 21294 | 3.02698e+06 |   123.806       |
+-------+-------------+-----------------+
| 21295 | 3.02876e+06 |   144.653       |
+-------+-------------+-----------------+
| 21296 | 3.00207e+06 |   194.872       |
+-------+-------------+-----------------+
| 21297 | 3.00385e+06 |   181.801       |
+-------+-------------+-----------------+
| 21298 | 3.00563e+06 |   356.842       |
+-------+-------------+-----------------+
| 21299 | 3.00741e+06 |   252.363       |
+-------+-------------+-----------------+
| 21300 | 3.0092e+06  |   269.427       |
+-------+-------------+-----------------+
| 21301 | 3.01098e+06 |   190.727       |
+-------+-------------+-----------------+
| 21302 | 3.01276e+06 |   163.503       |
+-------+-------------+-----------------+
| 21303 | 3.01454e+06 |   198.017       |
+-------+-------------+-----------------+
| 21304 | 3.01632e+06 |   181.315       |
+-------+-------------+-----------------+
| 21305 | 3.0181e+06  |   357.324       |
+-------+-------------+-----------------+
| 21306 | 3.01989e+06 |   253.285       |
+-------+-------------+-----------------+
| 21307 | 3.02167e+06 |   270.295       |
+-------+-------------+-----------------+
| 21308 | 3.02345e+06 |   191.531       |
+-------+-------------+-----------------+
| 21309 | 3.02523e+06 |   164.302       |
+-------+-------------+-----------------+
| 21310 | 3.02702e+06 |   198.829       |
+-------+-------------+-----------------+
| 21311 | 3.0288e+06  |   182.131       |
+-------+-------------+-----------------+
| 21312 | 3.0021e+06  |   261.215       |
+-------+-------------+-----------------+
| 21313 | 3.00388e+06 |   251.797       |
+-------+-------------+-----------------+
| 21314 | 3.00566e+06 |   330.86        |
+-------+-------------+-----------------+
| 21315 | 3.00745e+06 |   296.76        |
+-------+-------------+-----------------+
| 21316 | 3.00923e+06 |   272.328       |
+-------+-------------+-----------------+
| 21317 | 3.01101e+06 |   237.93        |
+-------+-------------+-----------------+
| 21318 | 3.01279e+06 |   244.402       |
+-------+-------------+-----------------+
| 21319 | 3.01457e+06 |   260.792       |
+-------+-------------+-----------------+
| 21320 | 3.01636e+06 |   248.697       |
+-------+-------------+-----------------+
| 21321 | 3.01814e+06 |   330.579       |
+-------+-------------+-----------------+
| 21322 | 3.01992e+06 |   297.706       |
+-------+-------------+-----------------+
| 21323 | 3.0217e+06  |   272.857       |
+-------+-------------+-----------------+
| 21324 | 3.02348e+06 |   237.734       |
+-------+-------------+-----------------+
| 21325 | 3.02527e+06 |   245.243       |
+-------+-------------+-----------------+
| 21326 | 3.02705e+06 |   261.556       |
+-------+-------------+-----------------+
| 21327 | 3.02883e+06 |   249.507       |
+-------+-------------+-----------------+
| 21328 | 3.00213e+06 |   196.717       |
+-------+-------------+-----------------+
| 21329 | 3.00392e+06 |   241.626       |
+-------+-------------+-----------------+
| 21330 | 3.0057e+06  |   203.898       |
+-------+-------------+-----------------+
| 21331 | 3.00748e+06 |   210.865       |
+-------+-------------+-----------------+
| 21332 | 3.00926e+06 |   242.857       |
+-------+-------------+-----------------+
| 21333 | 3.01104e+06 |   225.409       |
+-------+-------------+-----------------+
| 21334 | 3.01282e+06 |   225.913       |
+-------+-------------+-----------------+
| 21335 | 3.01461e+06 |   200.597       |
+-------+-------------+-----------------+
| 21336 | 3.01639e+06 |   245.148       |
+-------+-------------+-----------------+
| 21337 | 3.01817e+06 |   203.057       |
+-------+-------------+-----------------+
| 21338 | 3.01995e+06 |   214.445       |
+-------+-------------+-----------------+
| 21339 | 3.02174e+06 |   242.634       |
+-------+-------------+-----------------+
| 21340 | 3.02352e+06 |   228.368       |
+-------+-------------+-----------------+
| 21341 | 3.0253e+06  |   226.258       |
+-------+-------------+-----------------+
| 21342 | 3.02708e+06 |   203.117       |
+-------+-------------+-----------------+
| 21343 | 3.02886e+06 |   245.715       |
+-------+-------------+-----------------+
| 21344 | 3.00217e+06 |   788.823       |
+-------+-------------+-----------------+
| 21345 | 3.00395e+06 |   811.535       |
+-------+-------------+-----------------+
| 21346 | 3.00573e+06 |  1619.95        |
+-------+-------------+-----------------+
| 21347 | 3.00751e+06 |  1197.28        |
+-------+-------------+-----------------+
| 21348 | 3.00929e+06 |  1098.1         |
+-------+-------------+-----------------+
| 21349 | 3.01108e+06 |   675.272       |
+-------+-------------+-----------------+
| 21350 | 3.01286e+06 |   602.547       |
+-------+-------------+-----------------+
| 21351 | 3.01464e+06 |   795.021       |
+-------+-------------+-----------------+
| 21352 | 3.01642e+06 |   804.278       |
+-------+-------------+-----------------+
| 21353 | 3.0182e+06  |  1618.38        |
+-------+-------------+-----------------+
| 21354 | 3.01999e+06 |  1193.63        |
+-------+-------------+-----------------+
| 21355 | 3.02177e+06 |  1095.23        |
+-------+-------------+-----------------+
| 21356 | 3.02355e+06 |   672.047       |
+-------+-------------+-----------------+
| 21357 | 3.02533e+06 |   599.452       |
+-------+-------------+-----------------+
| 21358 | 3.02711e+06 |   791.881       |
+-------+-------------+-----------------+
| 21359 | 3.0289e+06  |   801.15        |
+-------+-------------+-----------------+
| 21360 | 3.0022e+06  |   932.101       |
+-------+-------------+-----------------+
| 21361 | 3.00398e+06 |   996.867       |
+-------+-------------+-----------------+
| 21362 | 3.00576e+06 |  2122.91        |
+-------+-------------+-----------------+
| 21363 | 3.00754e+06 |  1477.06        |
+-------+-------------+-----------------+
| 21364 | 3.00933e+06 |  1511.56        |
+-------+-------------+-----------------+
| 21365 | 3.01111e+06 |   888.131       |
+-------+-------------+-----------------+
| 21366 | 3.01289e+06 |   837.739       |
+-------+-------------+-----------------+
| 21367 | 3.01467e+06 |   927.25        |
+-------+-------------+-----------------+
| 21368 | 3.01646e+06 |  1010.49        |
+-------+-------------+-----------------+
| 21369 | 3.01824e+06 |  2135.61        |
+-------+-------------+-----------------+
| 21370 | 3.02002e+06 |  1467           |
+-------+-------------+-----------------+
| 21371 | 3.0218e+06  |  1504.58        |
+-------+-------------+-----------------+
| 21372 | 3.02358e+06 |   886.984       |
+-------+-------------+-----------------+
| 21373 | 3.02536e+06 |   839.681       |
+-------+-------------+-----------------+
| 21374 | 3.02715e+06 |   928.479       |
+-------+-------------+-----------------+
| 21375 | 3.02893e+06 |  1010.78        |
+-------+-------------+-----------------+
| 21376 | 3.00223e+06 |   986.958       |
+-------+-------------+-----------------+
| 21377 | 3.00401e+06 |   964.322       |
+-------+-------------+-----------------+
| 21378 | 3.0058e+06  |  1884.77        |
+-------+-------------+-----------------+
| 21379 | 3.00758e+06 |  1100.83        |
+-------+-------------+-----------------+
| 21380 | 3.00936e+06 |  1096.58        |
+-------+-------------+-----------------+
| 21381 | 3.01114e+06 |   841.357       |
+-------+-------------+-----------------+
| 21382 | 3.01292e+06 |   836.913       |
+-------+-------------+-----------------+
| 21383 | 3.01471e+06 |   987.226       |
+-------+-------------+-----------------+
| 21384 | 3.01649e+06 |   974.655       |
+-------+-------------+-----------------+
| 21385 | 3.01827e+06 |  1883.19        |
+-------+-------------+-----------------+
| 21386 | 3.02005e+06 |  1105.66        |
+-------+-------------+-----------------+
| 21387 | 3.02183e+06 |  1101.87        |
+-------+-------------+-----------------+
| 21388 | 3.02362e+06 |   837.954       |
+-------+-------------+-----------------+
| 21389 | 3.0254e+06  |   834.207       |
+-------+-------------+-----------------+
| 21390 | 3.02718e+06 |   987.562       |
+-------+-------------+-----------------+
| 21391 | 3.02896e+06 |   975.265       |
+-------+-------------+-----------------+
| 21392 | 3.00226e+06 |   818.889       |
+-------+-------------+-----------------+
| 21393 | 3.00405e+06 |   868.153       |
+-------+-------------+-----------------+
| 21394 | 3.00583e+06 |  1788.35        |
+-------+-------------+-----------------+
| 21395 | 3.00761e+06 |  1012.93        |
+-------+-------------+-----------------+
| 21396 | 3.00939e+06 |  1073.94        |
+-------+-------------+-----------------+
| 21397 | 3.01118e+06 |   804.851       |
+-------+-------------+-----------------+
| 21398 | 3.01296e+06 |   792.241       |
+-------+-------------+-----------------+
| 21399 | 3.01474e+06 |   818.435       |
+-------+-------------+-----------------+
| 21400 | 3.01652e+06 |   869.548       |
+-------+-------------+-----------------+
| 21401 | 3.0183e+06  |  1770.61        |
+-------+-------------+-----------------+
| 21402 | 3.02008e+06 |  1009.19        |
+-------+-------------+-----------------+
| 21403 | 3.02187e+06 |  1063.84        |
+-------+-------------+-----------------+
| 21404 | 3.02365e+06 |   810.357       |
+-------+-------------+-----------------+
| 21405 | 3.02543e+06 |   791.032       |
+-------+-------------+-----------------+
| 21406 | 3.02721e+06 |   818.125       |
+-------+-------------+-----------------+
| 21407 | 3.029e+06   |   869.058       |
+-------+-------------+-----------------+
| 21408 | 3.0023e+06  |   750.578       |
+-------+-------------+-----------------+
| 21409 | 3.00408e+06 |   789.014       |
+-------+-------------+-----------------+
| 21410 | 3.00586e+06 |  1675.64        |
+-------+-------------+-----------------+
| 21411 | 3.00764e+06 |  1088.47        |
+-------+-------------+-----------------+
| 21412 | 3.00943e+06 |  1126.44        |
+-------+-------------+-----------------+
| 21413 | 3.01121e+06 |   785.538       |
+-------+-------------+-----------------+
| 21414 | 3.01299e+06 |   747.392       |
+-------+-------------+-----------------+
| 21415 | 3.01477e+06 |   751.478       |
+-------+-------------+-----------------+
| 21416 | 3.01655e+06 |   799.623       |
+-------+-------------+-----------------+
| 21417 | 3.01834e+06 |  1692.19        |
+-------+-------------+-----------------+
| 21418 | 3.02012e+06 |  1077.28        |
+-------+-------------+-----------------+
| 21419 | 3.0219e+06  |  1122.9         |
+-------+-------------+-----------------+
| 21420 | 3.02368e+06 |   786.626       |
+-------+-------------+-----------------+
| 21421 | 3.02546e+06 |   745.579       |
+-------+-------------+-----------------+
| 21422 | 3.02725e+06 |   753.636       |
+-------+-------------+-----------------+
| 21423 | 3.02903e+06 |   800.586       |
+-------+-------------+-----------------+
| 21424 | 3.00233e+06 |   790.524       |
+-------+-------------+-----------------+
| 21425 | 3.00411e+06 |   768.045       |
+-------+-------------+-----------------+
| 21426 | 3.0059e+06  |  1539           |
+-------+-------------+-----------------+
| 21427 | 3.00768e+06 |   945.539       |
+-------+-------------+-----------------+
| 21428 | 3.00946e+06 |   906.821       |
+-------+-------------+-----------------+
| 21429 | 3.01124e+06 |   781.015       |
+-------+-------------+-----------------+
| 21430 | 3.01302e+06 |   695.436       |
+-------+-------------+-----------------+
| 21431 | 3.0148e+06  |   779.822       |
+-------+-------------+-----------------+
| 21432 | 3.01659e+06 |   770.423       |
+-------+-------------+-----------------+
| 21433 | 3.01837e+06 |  1540.51        |
+-------+-------------+-----------------+
| 21434 | 3.02015e+06 |   946.569       |
+-------+-------------+-----------------+
| 21435 | 3.02193e+06 |   906.906       |
+-------+-------------+-----------------+
| 21436 | 3.02372e+06 |   782.445       |
+-------+-------------+-----------------+
| 21437 | 3.0255e+06  |   696.907       |
+-------+-------------+-----------------+
| 21438 | 3.02728e+06 |   780.641       |
+-------+-------------+-----------------+
| 21439 | 3.02906e+06 |   771.111       |
+-------+-------------+-----------------+
| 21440 | 3.00236e+06 |   202.924       |
+-------+-------------+-----------------+
| 21441 | 3.00415e+06 |   210.301       |
+-------+-------------+-----------------+
| 21442 | 3.00593e+06 |   312.062       |
+-------+-------------+-----------------+
| 21443 | 3.00771e+06 |   271.692       |
+-------+-------------+-----------------+
| 21444 | 3.00949e+06 |   264.118       |
+-------+-------------+-----------------+
| 21445 | 3.01127e+06 |   234.621       |
+-------+-------------+-----------------+
| 21446 | 3.01306e+06 |   207.261       |
+-------+-------------+-----------------+
| 21447 | 3.01484e+06 |   211.373       |
+-------+-------------+-----------------+
| 21448 | 3.01662e+06 |   205.654       |
+-------+-------------+-----------------+
| 21449 | 3.0184e+06  |   317.553       |
+-------+-------------+-----------------+
| 21450 | 3.02018e+06 |   266.999       |
+-------+-------------+-----------------+
| 21451 | 3.02197e+06 |   269.246       |
+-------+-------------+-----------------+
| 21452 | 3.02375e+06 |   230.228       |
+-------+-------------+-----------------+
| 21453 | 3.02553e+06 |   212.082       |
+-------+-------------+-----------------+
| 21454 | 3.02731e+06 |   207.275       |
+-------+-------------+-----------------+
| 21455 | 3.02909e+06 |   210.205       |
+-------+-------------+-----------------+
| 21456 | 3.0024e+06  |   523.763       |
+-------+-------------+-----------------+
| 21457 | 3.00418e+06 |   523.001       |
+-------+-------------+-----------------+
| 21458 | 3.00596e+06 |   870.203       |
+-------+-------------+-----------------+
| 21459 | 3.00774e+06 |   640.661       |
+-------+-------------+-----------------+
| 21460 | 3.00952e+06 |   600.673       |
+-------+-------------+-----------------+
| 21461 | 3.01131e+06 |   487.586       |
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| 21462 | 3.01309e+06 |   541.134       |
+-------+-------------+-----------------+
| 21463 | 3.01487e+06 |   534.743       |
+-------+-------------+-----------------+
| 21464 | 3.01665e+06 |   527.446       |
+-------+-------------+-----------------+
| 21465 | 3.01844e+06 |   871.718       |
+-------+-------------+-----------------+
| 21466 | 3.02022e+06 |   639.619       |
+-------+-------------+-----------------+
| 21467 | 3.022e+06   |   600.574       |
+-------+-------------+-----------------+
| 21468 | 3.02378e+06 |   487.629       |
+-------+-------------+-----------------+
| 21469 | 3.02556e+06 |   540.398       |
+-------+-------------+-----------------+
| 21470 | 3.02734e+06 |   534.579       |
+-------+-------------+-----------------+
| 21471 | 3.02913e+06 |   527.365       |
+-------+-------------+-----------------+
| 21472 | 3.00243e+06 |   619.048       |
+-------+-------------+-----------------+
| 21473 | 3.00421e+06 |   537.146       |
+-------+-------------+-----------------+
| 21474 | 3.00599e+06 |  1157.89        |
+-------+-------------+-----------------+
| 21475 | 3.00778e+06 |   625.133       |
+-------+-------------+-----------------+
| 21476 | 3.00956e+06 |   611.626       |
+-------+-------------+-----------------+
| 21477 | 3.01134e+06 |   491.514       |
+-------+-------------+-----------------+
| 21478 | 3.01312e+06 |   470.569       |
+-------+-------------+-----------------+
| 21479 | 3.0149e+06  |   614.351       |
+-------+-------------+-----------------+
| 21480 | 3.01669e+06 |   541.009       |
+-------+-------------+-----------------+
| 21481 | 3.01847e+06 |  1156.97        |
+-------+-------------+-----------------+
| 21482 | 3.02025e+06 |   621.753       |
+-------+-------------+-----------------+
| 21483 | 3.02203e+06 |   608.427       |
+-------+-------------+-----------------+
| 21484 | 3.02381e+06 |   493.955       |
+-------+-------------+-----------------+
| 21485 | 3.0256e+06  |   472.447       |
+-------+-------------+-----------------+
| 21486 | 3.02738e+06 |   614.665       |
+-------+-------------+-----------------+
| 21487 | 3.02916e+06 |   540.776       |
+-------+-------------+-----------------+
| 21488 | 3.00246e+06 |   429.348       |
+-------+-------------+-----------------+
| 21489 | 3.00424e+06 |   355.895       |
+-------+-------------+-----------------+
| 21490 | 3.00603e+06 |   813.505       |
+-------+-------------+-----------------+
| 21491 | 3.00781e+06 |   455.793       |
+-------+-------------+-----------------+
| 21492 | 3.00959e+06 |   457.338       |
+-------+-------------+-----------------+
| 21493 | 3.01137e+06 |   369.129       |
+-------+-------------+-----------------+
| 21494 | 3.01316e+06 |   375.285       |
+-------+-------------+-----------------+
| 21495 | 3.01494e+06 |   414.81        |
+-------+-------------+-----------------+
| 21496 | 3.01672e+06 |   368.162       |
+-------+-------------+-----------------+
| 21497 | 3.0185e+06  |   804.42        |
+-------+-------------+-----------------+
| 21498 | 3.02028e+06 |   466.844       |
+-------+-------------+-----------------+
| 21499 | 3.02206e+06 |   451.758       |
+-------+-------------+-----------------+
| 21500 | 3.02385e+06 |   377.749       |
+-------+-------------+-----------------+
| 21501 | 3.02563e+06 |   370.425       |
+-------+-------------+-----------------+
| 21502 | 3.02741e+06 |   420.839       |
+-------+-------------+-----------------+
| 21503 | 3.02919e+06 |   365.392       |
+-------+-------------+-----------------+
| 21504 | 3.0025e+06  |   251.809       |
+-------+-------------+-----------------+
| 21505 | 3.00428e+06 |   229.02        |
+-------+-------------+-----------------+
| 21506 | 3.00606e+06 |   484.838       |
+-------+-------------+-----------------+
| 21507 | 3.00784e+06 |   317.418       |
+-------+-------------+-----------------+
| 21508 | 3.00962e+06 |   278.255       |
+-------+-------------+-----------------+
| 21509 | 3.01141e+06 |   202.879       |
+-------+-------------+-----------------+
| 21510 | 3.01319e+06 |   217.542       |
+-------+-------------+-----------------+
| 21511 | 3.01497e+06 |   266.564       |
+-------+-------------+-----------------+
| 21512 | 3.01675e+06 |   238.181       |
+-------+-------------+-----------------+
| 21513 | 3.01853e+06 |   498.575       |
+-------+-------------+-----------------+
| 21514 | 3.02032e+06 |   320.584       |
+-------+-------------+-----------------+
| 21515 | 3.0221e+06  |   275.776       |
+-------+-------------+-----------------+
| 21516 | 3.02388e+06 |   199.537       |
+-------+-------------+-----------------+
| 21517 | 3.02566e+06 |   207.441       |
+-------+-------------+-----------------+
| 21518 | 3.02744e+06 |   263.58        |
+-------+-------------+-----------------+
| 21519 | 3.02923e+06 |   236.519       |
+-------+-------------+-----------------+
| 21520 | 3.00253e+06 |    39.6374      |
+-------+-------------+-----------------+
| 21521 | 3.00431e+06 |    53.0614      |
+-------+-------------+-----------------+
| 21522 | 3.00609e+06 |    49.0877      |
+-------+-------------+-----------------+
| 21523 | 3.00788e+06 |    61.6784      |
+-------+-------------+-----------------+
| 21524 | 3.00966e+06 |    65.7695      |
+-------+-------------+-----------------+
| 21525 | 3.01144e+06 |    52.6486      |
+-------+-------------+-----------------+
| 21526 | 3.01322e+06 |    51.097       |
+-------+-------------+-----------------+
| 21527 | 3.015e+06   |    38.3929      |
+-------+-------------+-----------------+
| 21528 | 3.01678e+06 |    52.1354      |
+-------+-------------+-----------------+
| 21529 | 3.01857e+06 |    48.3641      |
+-------+-------------+-----------------+
| 21530 | 3.02035e+06 |    61.1821      |
+-------+-------------+-----------------+
| 21531 | 3.02213e+06 |    65.4589      |
+-------+-------------+-----------------+
| 21532 | 3.02391e+06 |    51.996       |
+-------+-------------+-----------------+
| 21533 | 3.0257e+06  |    50.7427      |
+-------+-------------+-----------------+
| 21534 | 3.02748e+06 |    38.1502      |
+-------+-------------+-----------------+
| 21535 | 3.02926e+06 |    51.9343      |
+-------+-------------+-----------------+
| 21536 | 3.00256e+06 |   417.097       |
+-------+-------------+-----------------+
| 21537 | 3.00434e+06 |   401.953       |
+-------+-------------+-----------------+
| 21538 | 3.00613e+06 |   720.947       |
+-------+-------------+-----------------+
| 21539 | 3.00791e+06 |   584.629       |
+-------+-------------+-----------------+
| 21540 | 3.00969e+06 |   601.705       |
+-------+-------------+-----------------+
| 21541 | 3.01147e+06 |   434.253       |
+-------+-------------+-----------------+
| 21542 | 3.01325e+06 |   385.71        |
+-------+-------------+-----------------+
| 21543 | 3.01504e+06 |   409.495       |
+-------+-------------+-----------------+
| 21544 | 3.01682e+06 |   409.792       |
+-------+-------------+-----------------+
| 21545 | 3.0186e+06  |   712.49        |
+-------+-------------+-----------------+
| 21546 | 3.02038e+06 |   573.352       |
+-------+-------------+-----------------+
| 21547 | 3.02216e+06 |   589.544       |
+-------+-------------+-----------------+
| 21548 | 3.02395e+06 |   432.558       |
+-------+-------------+-----------------+
| 21549 | 3.02573e+06 |   388.69        |
+-------+-------------+-----------------+
| 21550 | 3.02751e+06 |   412.556       |
+-------+-------------+-----------------+
| 21551 | 3.02929e+06 |   407.283       |
+-------+-------------+-----------------+
| 21552 | 3.0026e+06  |   545.659       |
+-------+-------------+-----------------+
| 21553 | 3.00438e+06 |   464.672       |
+-------+-------------+-----------------+
| 21554 | 3.00616e+06 |   805.481       |
+-------+-------------+-----------------+
| 21555 | 3.00794e+06 |   442.868       |
+-------+-------------+-----------------+
| 21556 | 3.00972e+06 |   428.288       |
+-------+-------------+-----------------+
| 21557 | 3.0115e+06  |   479.11        |
+-------+-------------+-----------------+
| 21558 | 3.01329e+06 |   444.086       |
+-------+-------------+-----------------+
| 21559 | 3.01507e+06 |   542.197       |
+-------+-------------+-----------------+
| 21560 | 3.01685e+06 |   461.594       |
+-------+-------------+-----------------+
| 21561 | 3.01863e+06 |   798.668       |
+-------+-------------+-----------------+
| 21562 | 3.02042e+06 |   441.623       |
+-------+-------------+-----------------+
| 21563 | 3.0222e+06  |   428.651       |
+-------+-------------+-----------------+
| 21564 | 3.02398e+06 |   478.684       |
+-------+-------------+-----------------+
| 21565 | 3.02576e+06 |   443.555       |
+-------+-------------+-----------------+
| 21566 | 3.02754e+06 |   541.101       |
+-------+-------------+-----------------+
| 21567 | 3.02932e+06 |   460.48        |
+-------+-------------+-----------------+
| 21568 | 3.00263e+06 |   484.478       |
+-------+-------------+-----------------+
| 21569 | 3.00441e+06 |   455.693       |
+-------+-------------+-----------------+
| 21570 | 3.00619e+06 |   768.871       |
+-------+-------------+-----------------+
| 21571 | 3.00797e+06 |   484.212       |
+-------+-------------+-----------------+
| 21572 | 3.00976e+06 |   426.495       |
+-------+-------------+-----------------+
| 21573 | 3.01154e+06 |   393.085       |
+-------+-------------+-----------------+
| 21574 | 3.01332e+06 |   404.442       |
+-------+-------------+-----------------+
| 21575 | 3.0151e+06  |   476.765       |
+-------+-------------+-----------------+
| 21576 | 3.01688e+06 |   457.436       |
+-------+-------------+-----------------+
| 21577 | 3.01867e+06 |   793.348       |
+-------+-------------+-----------------+
| 21578 | 3.02045e+06 |   491.337       |
+-------+-------------+-----------------+
| 21579 | 3.02223e+06 |   424.957       |
+-------+-------------+-----------------+
| 21580 | 3.02401e+06 |   396.357       |
+-------+-------------+-----------------+
| 21581 | 3.02579e+06 |   402.229       |
+-------+-------------+-----------------+
| 21582 | 3.02758e+06 |   478.659       |
+-------+-------------+-----------------+
| 21583 | 3.02936e+06 |   453.553       |
+-------+-------------+-----------------+
| 21584 | 3.00266e+06 |   300.966       |
+-------+-------------+-----------------+
| 21585 | 3.00444e+06 |   497.483       |
+-------+-------------+-----------------+
| 21586 | 3.00622e+06 |   302.414       |
+-------+-------------+-----------------+
| 21587 | 3.00801e+06 |   418.391       |
+-------+-------------+-----------------+
| 21588 | 3.00979e+06 |   448.458       |
+-------+-------------+-----------------+
| 21589 | 3.01157e+06 |   352.937       |
+-------+-------------+-----------------+
| 21590 | 3.01335e+06 |   335.653       |
+-------+-------------+-----------------+
| 21591 | 3.01514e+06 |   298.14        |
+-------+-------------+-----------------+
| 21592 | 3.01692e+06 |   495.85        |
+-------+-------------+-----------------+
| 21593 | 3.0187e+06  |   308.205       |
+-------+-------------+-----------------+
| 21594 | 3.02048e+06 |   402.678       |
+-------+-------------+-----------------+
| 21595 | 3.02226e+06 |   435.777       |
+-------+-------------+-----------------+
| 21596 | 3.02404e+06 |   352.011       |
+-------+-------------+-----------------+
| 21597 | 3.02583e+06 |   345.84        |
+-------+-------------+-----------------+
| 21598 | 3.02761e+06 |   297.374       |
+-------+-------------+-----------------+
| 21599 | 3.02939e+06 |   494.222       |
+-------+-------------+-----------------+
| 21600 | 3.00091e+06 |   191.089       |
+-------+-------------+-----------------+
| 21601 | 3.0027e+06  |   158.076       |
+-------+-------------+-----------------+
| 21602 | 3.00448e+06 |   129.357       |
+-------+-------------+-----------------+
| 21603 | 3.00626e+06 |   175.662       |
+-------+-------------+-----------------+
| 21604 | 3.00804e+06 |    85.5849      |
+-------+-------------+-----------------+
| 21605 | 3.00982e+06 |   187.767       |
+-------+-------------+-----------------+
| 21606 | 3.0116e+06  |   182.007       |
+-------+-------------+-----------------+
| 21607 | 3.01339e+06 |   182.338       |
+-------+-------------+-----------------+
| 21608 | 3.01517e+06 |   158.134       |
+-------+-------------+-----------------+
| 21609 | 3.01695e+06 |   138.877       |
+-------+-------------+-----------------+
| 21610 | 3.01873e+06 |   171.656       |
+-------+-------------+-----------------+
| 21611 | 3.02052e+06 |    89.8689      |
+-------+-------------+-----------------+
| 21612 | 3.0223e+06  |   191.716       |
+-------+-------------+-----------------+
| 21613 | 3.02408e+06 |   183.971       |
+-------+-------------+-----------------+
| 21614 | 3.02586e+06 |   183.54        |
+-------+-------------+-----------------+
| 21615 | 3.02764e+06 |   160.275       |
+-------+-------------+-----------------+
| 21616 | 3.00095e+06 |   138.36        |
+-------+-------------+-----------------+
| 21617 | 3.00273e+06 |   152.978       |
+-------+-------------+-----------------+
| 21618 | 3.00451e+06 |   163.488       |
+-------+-------------+-----------------+
| 21619 | 3.00629e+06 |   231.617       |
+-------+-------------+-----------------+
| 21620 | 3.00807e+06 |   219.253       |
+-------+-------------+-----------------+
| 21621 | 3.00986e+06 |   183.919       |
+-------+-------------+-----------------+
| 21622 | 3.01164e+06 |   169.107       |
+-------+-------------+-----------------+
| 21623 | 3.01342e+06 |   136.36        |
+-------+-------------+-----------------+
| 21624 | 3.0152e+06  |   153.576       |
+-------+-------------+-----------------+
| 21625 | 3.01698e+06 |   164.577       |
+-------+-------------+-----------------+
| 21626 | 3.01877e+06 |   230.021       |
+-------+-------------+-----------------+
| 21627 | 3.02055e+06 |   216.696       |
+-------+-------------+-----------------+
| 21628 | 3.02233e+06 |   183.336       |
+-------+-------------+-----------------+
| 21629 | 3.02411e+06 |   168.258       |
+-------+-------------+-----------------+
| 21630 | 3.02589e+06 |   136.273       |
+-------+-------------+-----------------+
| 21631 | 3.02768e+06 |   152.674       |
+-------+-------------+-----------------+
| 21632 | 3.00098e+06 |   382.475       |
+-------+-------------+-----------------+
| 21633 | 3.00276e+06 |   355.304       |
+-------+-------------+-----------------+
| 21634 | 3.00454e+06 |   368.5         |
+-------+-------------+-----------------+
| 21635 | 3.00632e+06 |   493.701       |
+-------+-------------+-----------------+
| 21636 | 3.00811e+06 |   546.336       |
+-------+-------------+-----------------+
| 21637 | 3.00989e+06 |   422.477       |
+-------+-------------+-----------------+
| 21638 | 3.01167e+06 |   413.733       |
+-------+-------------+-----------------+
| 21639 | 3.01345e+06 |   388.444       |
+-------+-------------+-----------------+
| 21640 | 3.01524e+06 |   358.392       |
+-------+-------------+-----------------+
| 21641 | 3.01702e+06 |   367.844       |
+-------+-------------+-----------------+
| 21642 | 3.0188e+06  |   488.287       |
+-------+-------------+-----------------+
| 21643 | 3.02058e+06 |   541.114       |
+-------+-------------+-----------------+
| 21644 | 3.02236e+06 |   425.042       |
+-------+-------------+-----------------+
| 21645 | 3.02414e+06 |   412           |
+-------+-------------+-----------------+
| 21646 | 3.02593e+06 |   386.358       |
+-------+-------------+-----------------+
| 21647 | 3.02771e+06 |   356.65        |
+-------+-------------+-----------------+
| 21648 | 3.00101e+06 |   167.777       |
+-------+-------------+-----------------+
| 21649 | 3.00279e+06 |   157.747       |
+-------+-------------+-----------------+
| 21650 | 3.00458e+06 |   153.893       |
+-------+-------------+-----------------+
| 21651 | 3.00636e+06 |   219.793       |
+-------+-------------+-----------------+
| 21652 | 3.00814e+06 |   206.285       |
+-------+-------------+-----------------+
| 21653 | 3.00992e+06 |   178.911       |
+-------+-------------+-----------------+
| 21654 | 3.0117e+06  |   165.275       |
+-------+-------------+-----------------+
| 21655 | 3.01349e+06 |   155.528       |
+-------+-------------+-----------------+
| 21656 | 3.01527e+06 |   152.134       |
+-------+-------------+-----------------+
| 21657 | 3.01705e+06 |   151.261       |
+-------+-------------+-----------------+
| 21658 | 3.01883e+06 |   217.759       |
+-------+-------------+-----------------+
| 21659 | 3.02061e+06 |   204.557       |
+-------+-------------+-----------------+
| 21660 | 3.0224e+06  |   177.639       |
+-------+-------------+-----------------+
| 21661 | 3.02418e+06 |   164.691       |
+-------+-------------+-----------------+
| 21662 | 3.02596e+06 |   154.832       |
+-------+-------------+-----------------+
| 21663 | 3.02774e+06 |   151.418       |
+-------+-------------+-----------------+
| 21664 | 3.00104e+06 |   173.673       |
+-------+-------------+-----------------+
| 21665 | 3.00283e+06 |   172.362       |
+-------+-------------+-----------------+
| 21666 | 3.00461e+06 |   194.78        |
+-------+-------------+-----------------+
| 21667 | 3.00639e+06 |   289.719       |
+-------+-------------+-----------------+
| 21668 | 3.00817e+06 |   190.373       |
+-------+-------------+-----------------+
| 21669 | 3.00996e+06 |   201.193       |
+-------+-------------+-----------------+
| 21670 | 3.01174e+06 |   201.889       |
+-------+-------------+-----------------+
| 21671 | 3.01352e+06 |   174.738       |
+-------+-------------+-----------------+
| 21672 | 3.0153e+06  |   172.62        |
+-------+-------------+-----------------+
| 21673 | 3.01708e+06 |   195.252       |
+-------+-------------+-----------------+
| 21674 | 3.01886e+06 |   289.839       |
+-------+-------------+-----------------+
| 21675 | 3.02065e+06 |   191.075       |
+-------+-------------+-----------------+
| 21676 | 3.02243e+06 |   201.797       |
+-------+-------------+-----------------+
| 21677 | 3.02421e+06 |   202.308       |
+-------+-------------+-----------------+
| 21678 | 3.02599e+06 |   175.199       |
+-------+-------------+-----------------+
| 21679 | 3.02778e+06 |   173.083       |
+-------+-------------+-----------------+
| 21680 | 3.00108e+06 |   272.61        |
+-------+-------------+-----------------+
| 21681 | 3.00286e+06 |   264.183       |
+-------+-------------+-----------------+
| 21682 | 3.00464e+06 |   285.861       |
+-------+-------------+-----------------+
| 21683 | 3.00642e+06 |   398.594       |
+-------+-------------+-----------------+
| 21684 | 3.00821e+06 |   216.554       |
+-------+-------------+-----------------+
| 21685 | 3.00999e+06 |   290.336       |
+-------+-------------+-----------------+
| 21686 | 3.01177e+06 |   280.943       |
+-------+-------------+-----------------+
| 21687 | 3.01355e+06 |   265.789       |
+-------+-------------+-----------------+
| 21688 | 3.01533e+06 |   263.651       |
+-------+-------------+-----------------+
| 21689 | 3.01712e+06 |   286.537       |
+-------+-------------+-----------------+
| 21690 | 3.0189e+06  |   397.265       |
+-------+-------------+-----------------+
| 21691 | 3.02068e+06 |   214.971       |
+-------+-------------+-----------------+
| 21692 | 3.02246e+06 |   292.757       |
+-------+-------------+-----------------+
| 21693 | 3.02424e+06 |   282.52        |
+-------+-------------+-----------------+
| 21694 | 3.02603e+06 |   265.575       |
+-------+-------------+-----------------+
| 21695 | 3.02781e+06 |   263.275       |
+-------+-------------+-----------------+
| 21696 | 3.00111e+06 |   168.282       |
+-------+-------------+-----------------+
| 21697 | 3.00289e+06 |   181.02        |
+-------+-------------+-----------------+
| 21698 | 3.00468e+06 |   170.218       |
+-------+-------------+-----------------+
| 21699 | 3.00646e+06 |   225.949       |
+-------+-------------+-----------------+
| 21700 | 3.00824e+06 |   195.285       |
+-------+-------------+-----------------+
| 21701 | 3.01002e+06 |   209.493       |
+-------+-------------+-----------------+
| 21702 | 3.0118e+06  |   179.452       |
+-------+-------------+-----------------+
| 21703 | 3.01358e+06 |   167.332       |
+-------+-------------+-----------------+
| 21704 | 3.01537e+06 |   182.11        |
+-------+-------------+-----------------+
| 21705 | 3.01715e+06 |   171.149       |
+-------+-------------+-----------------+
| 21706 | 3.01893e+06 |   228.179       |
+-------+-------------+-----------------+
| 21707 | 3.02071e+06 |   195.833       |
+-------+-------------+-----------------+
| 21708 | 3.0225e+06  |   210.168       |
+-------+-------------+-----------------+
| 21709 | 3.02428e+06 |   179.612       |
+-------+-------------+-----------------+
| 21710 | 3.02606e+06 |   167.514       |
+-------+-------------+-----------------+
| 21711 | 3.02784e+06 |   182.256       |
+-------+-------------+-----------------+
| 21712 | 3.00114e+06 |   106.644       |
+-------+-------------+-----------------+
| 21713 | 3.00293e+06 |   104.95        |
+-------+-------------+-----------------+
| 21714 | 3.00471e+06 |   127.615       |
+-------+-------------+-----------------+
| 21715 | 3.00649e+06 |   172.869       |
+-------+-------------+-----------------+
| 21716 | 3.00827e+06 |   212.751       |
+-------+-------------+-----------------+
| 21717 | 3.01005e+06 |   135.444       |
+-------+-------------+-----------------+
| 21718 | 3.01184e+06 |   104.849       |
+-------+-------------+-----------------+
| 21719 | 3.01362e+06 |    99.8451      |
+-------+-------------+-----------------+
| 21720 | 3.0154e+06  |   104.026       |
+-------+-------------+-----------------+
| 21721 | 3.01718e+06 |   127.092       |
+-------+-------------+-----------------+
| 21722 | 3.01896e+06 |   172.758       |
+-------+-------------+-----------------+
| 21723 | 3.02075e+06 |   211.915       |
+-------+-------------+-----------------+
| 21724 | 3.02253e+06 |   135.304       |
+-------+-------------+-----------------+
| 21725 | 3.02431e+06 |   104.939       |
+-------+-------------+-----------------+
| 21726 | 3.02609e+06 |    99.6346      |
+-------+-------------+-----------------+
| 21727 | 3.02787e+06 |   103.657       |
+-------+-------------+-----------------+
| 21728 | 3.00118e+06 |   223.74        |
+-------+-------------+-----------------+
| 21729 | 3.00296e+06 |   219.847       |
+-------+-------------+-----------------+
| 21730 | 3.00474e+06 |   230.332       |
+-------+-------------+-----------------+
| 21731 | 3.00652e+06 |   377.12        |
+-------+-------------+-----------------+
| 21732 | 3.0083e+06  |   410.938       |
+-------+-------------+-----------------+
| 21733 | 3.01009e+06 |   289.134       |
+-------+-------------+-----------------+
| 21734 | 3.01187e+06 |   248.738       |
+-------+-------------+-----------------+
| 21735 | 3.01365e+06 |   216.338       |
+-------+-------------+-----------------+
| 21736 | 3.01543e+06 |   215.151       |
+-------+-------------+-----------------+
| 21737 | 3.01722e+06 |   226.903       |
+-------+-------------+-----------------+
| 21738 | 3.019e+06   |   374.541       |
+-------+-------------+-----------------+
| 21739 | 3.02078e+06 |   408.908       |
+-------+-------------+-----------------+
| 21740 | 3.02256e+06 |   287.354       |
+-------+-------------+-----------------+
| 21741 | 3.02434e+06 |   247.16        |
+-------+-------------+-----------------+
| 21742 | 3.02612e+06 |   214.894       |
+-------+-------------+-----------------+
| 21743 | 3.02791e+06 |   213.785       |
+-------+-------------+-----------------+
| 21744 | 3.00121e+06 |   121.314       |
+-------+-------------+-----------------+
| 21745 | 3.00299e+06 |   116.429       |
+-------+-------------+-----------------+
| 21746 | 3.00477e+06 |   103.416       |
+-------+-------------+-----------------+
| 21747 | 3.00656e+06 |   242.754       |
+-------+-------------+-----------------+
| 21748 | 3.00834e+06 |   262.23        |
+-------+-------------+-----------------+
| 21749 | 3.01012e+06 |   156.31        |
+-------+-------------+-----------------+
| 21750 | 3.0119e+06  |   136.988       |
+-------+-------------+-----------------+
| 21751 | 3.01368e+06 |   114.712       |
+-------+-------------+-----------------+
| 21752 | 3.01547e+06 |   115.738       |
+-------+-------------+-----------------+
| 21753 | 3.01725e+06 |   102.381       |
+-------+-------------+-----------------+
| 21754 | 3.01903e+06 |   240.856       |
+-------+-------------+-----------------+
| 21755 | 3.02081e+06 |   259.186       |
+-------+-------------+-----------------+
| 21756 | 3.02259e+06 |   155.68        |
+-------+-------------+-----------------+
| 21757 | 3.02438e+06 |   136.218       |
+-------+-------------+-----------------+
| 21758 | 3.02616e+06 |   113.782       |
+-------+-------------+-----------------+
| 21759 | 3.02794e+06 |   114.123       |
+-------+-------------+-----------------+
| 21760 | 3.00124e+06 |   153.844       |
+-------+-------------+-----------------+
| 21761 | 3.00302e+06 |   163.2         |
+-------+-------------+-----------------+
| 21762 | 3.00481e+06 |   217.867       |
+-------+-------------+-----------------+
| 21763 | 3.00659e+06 |   316.869       |
+-------+-------------+-----------------+
| 21764 | 3.00837e+06 |   192.618       |
+-------+-------------+-----------------+
| 21765 | 3.01015e+06 |   166.808       |
+-------+-------------+-----------------+
| 21766 | 3.01194e+06 |   154.609       |
+-------+-------------+-----------------+
| 21767 | 3.01372e+06 |   149.439       |
+-------+-------------+-----------------+
| 21768 | 3.0155e+06  |   163.251       |
+-------+-------------+-----------------+
| 21769 | 3.01728e+06 |   213.743       |
+-------+-------------+-----------------+
| 21770 | 3.01906e+06 |   318.871       |
+-------+-------------+-----------------+
| 21771 | 3.02084e+06 |   190.212       |
+-------+-------------+-----------------+
| 21772 | 3.02263e+06 |   167.125       |
+-------+-------------+-----------------+
| 21773 | 3.02441e+06 |   152.389       |
+-------+-------------+-----------------+
| 21774 | 3.02619e+06 |   149.365       |
+-------+-------------+-----------------+
| 21775 | 3.02797e+06 |   161.672       |
+-------+-------------+-----------------+
| 21776 | 3.00128e+06 |   230.619       |
+-------+-------------+-----------------+
| 21777 | 3.00306e+06 |   229.227       |
+-------+-------------+-----------------+
| 21778 | 3.00484e+06 |   248.846       |
+-------+-------------+-----------------+
| 21779 | 3.00662e+06 |   358.815       |
+-------+-------------+-----------------+
| 21780 | 3.0084e+06  |   381.54        |
+-------+-------------+-----------------+
| 21781 | 3.01019e+06 |   269.292       |
+-------+-------------+-----------------+
| 21782 | 3.01197e+06 |   224.569       |
+-------+-------------+-----------------+
| 21783 | 3.01375e+06 |   232.026       |
+-------+-------------+-----------------+
| 21784 | 3.01553e+06 |   228.287       |
+-------+-------------+-----------------+
| 21785 | 3.01731e+06 |   247.117       |
+-------+-------------+-----------------+
| 21786 | 3.0191e+06  |   357.604       |
+-------+-------------+-----------------+
| 21787 | 3.02088e+06 |   380.317       |
+-------+-------------+-----------------+
| 21788 | 3.02266e+06 |   267.991       |
+-------+-------------+-----------------+
| 21789 | 3.02444e+06 |   223.226       |
+-------+-------------+-----------------+
| 21790 | 3.02622e+06 |   230.644       |
+-------+-------------+-----------------+
| 21791 | 3.02801e+06 |   226.897       |
+-------+-------------+-----------------+
| 21792 | 3.00131e+06 |   338.83        |
+-------+-------------+-----------------+
| 21793 | 3.00309e+06 |   354.499       |
+-------+-------------+-----------------+
| 21794 | 3.00487e+06 |   342.319       |
+-------+-------------+-----------------+
| 21795 | 3.00666e+06 |   533.59        |
+-------+-------------+-----------------+
| 21796 | 3.00844e+06 |   622.457       |
+-------+-------------+-----------------+
| 21797 | 3.01022e+06 |   306.753       |
+-------+-------------+-----------------+
| 21798 | 3.012e+06   |   301.418       |
+-------+-------------+-----------------+
| 21799 | 3.01378e+06 |   329.464       |
+-------+-------------+-----------------+
| 21800 | 3.01556e+06 |   345.713       |
+-------+-------------+-----------------+
| 21801 | 3.01735e+06 |   330.77        |
+-------+-------------+-----------------+
| 21802 | 3.01913e+06 |   535.615       |
+-------+-------------+-----------------+
| 21803 | 3.02091e+06 |   623.027       |
+-------+-------------+-----------------+
| 21804 | 3.02269e+06 |   302.726       |
+-------+-------------+-----------------+
| 21805 | 3.02448e+06 |   297.655       |
+-------+-------------+-----------------+
| 21806 | 3.02626e+06 |   328.08        |
+-------+-------------+-----------------+
| 21807 | 3.02804e+06 |   344.784       |
+-------+-------------+-----------------+
| 21808 | 3.00134e+06 |   217.168       |
+-------+-------------+-----------------+
| 21809 | 3.00312e+06 |   190.349       |
+-------+-------------+-----------------+
| 21810 | 3.00491e+06 |   210.982       |
+-------+-------------+-----------------+
| 21811 | 3.00669e+06 |   341.767       |
+-------+-------------+-----------------+
| 21812 | 3.00847e+06 |   375.383       |
+-------+-------------+-----------------+
| 21813 | 3.01025e+06 |   191.151       |
+-------+-------------+-----------------+
| 21814 | 3.01203e+06 |   225.508       |
+-------+-------------+-----------------+
| 21815 | 3.01382e+06 |   196.043       |
+-------+-------------+-----------------+
| 21816 | 3.0156e+06  |   198.867       |
+-------+-------------+-----------------+
| 21817 | 3.01738e+06 |   205.535       |
+-------+-------------+-----------------+
| 21818 | 3.01916e+06 |   334.729       |
+-------+-------------+-----------------+
| 21819 | 3.02094e+06 |   368.764       |
+-------+-------------+-----------------+
| 21820 | 3.02273e+06 |   199.266       |
+-------+-------------+-----------------+
| 21821 | 3.02451e+06 |   211.053       |
+-------+-------------+-----------------+
| 21822 | 3.02629e+06 |   199.677       |
+-------+-------------+-----------------+
| 21823 | 3.02807e+06 |   190.385       |
+-------+-------------+-----------------+
| 21824 | 3.00138e+06 |   158.335       |
+-------+-------------+-----------------+
| 21825 | 3.00316e+06 |   144.618       |
+-------+-------------+-----------------+
| 21826 | 3.00494e+06 |   154.92        |
+-------+-------------+-----------------+
| 21827 | 3.00672e+06 |   194.271       |
+-------+-------------+-----------------+
| 21828 | 3.0085e+06  |   203.461       |
+-------+-------------+-----------------+
| 21829 | 3.01028e+06 |   186.889       |
+-------+-------------+-----------------+
| 21830 | 3.01207e+06 |   173.163       |
+-------+-------------+-----------------+
| 21831 | 3.01385e+06 |   167.761       |
+-------+-------------+-----------------+
| 21832 | 3.01563e+06 |   153.2         |
+-------+-------------+-----------------+
| 21833 | 3.01741e+06 |   162.04        |
+-------+-------------+-----------------+
| 21834 | 3.0192e+06  |   200.106       |
+-------+-------------+-----------------+
| 21835 | 3.02098e+06 |   208.582       |
+-------+-------------+-----------------+
| 21836 | 3.02276e+06 |   189.374       |
+-------+-------------+-----------------+
| 21837 | 3.02454e+06 |   176.91        |
+-------+-------------+-----------------+
| 21838 | 3.02632e+06 |   170.075       |
+-------+-------------+-----------------+
| 21839 | 3.0281e+06  |   155.152       |
+-------+-------------+-----------------+
| 21840 | 3.00141e+06 |   147.148       |
+-------+-------------+-----------------+
| 21841 | 3.00319e+06 |   137.914       |
+-------+-------------+-----------------+
| 21842 | 3.00497e+06 |   154.59        |
+-------+-------------+-----------------+
| 21843 | 3.00675e+06 |   195.773       |
+-------+-------------+-----------------+
| 21844 | 3.00854e+06 |   206.37        |
+-------+-------------+-----------------+
| 21845 | 3.01032e+06 |   166.221       |
+-------+-------------+-----------------+
| 21846 | 3.0121e+06  |   145.844       |
+-------+-------------+-----------------+
| 21847 | 3.01388e+06 |   145.815       |
+-------+-------------+-----------------+
| 21848 | 3.01566e+06 |   138.362       |
+-------+-------------+-----------------+
| 21849 | 3.01745e+06 |   155.226       |
+-------+-------------+-----------------+
| 21850 | 3.01923e+06 |   196.331       |
+-------+-------------+-----------------+
| 21851 | 3.02101e+06 |   206.959       |
+-------+-------------+-----------------+
| 21852 | 3.02279e+06 |   166.855       |
+-------+-------------+-----------------+
| 21853 | 3.02457e+06 |   146.493       |
+-------+-------------+-----------------+
| 21854 | 3.02636e+06 |   146.437       |
+-------+-------------+-----------------+
| 21855 | 3.02814e+06 |   138.982       |
+-------+-------------+-----------------+
| 21856 | 3.00144e+06 |   257.7         |
+-------+-------------+-----------------+
| 21857 | 3.00322e+06 |   246.286       |
+-------+-------------+-----------------+
| 21858 | 3.005e+06   |   280.167       |
+-------+-------------+-----------------+
| 21859 | 3.00679e+06 |   364.279       |
+-------+-------------+-----------------+
| 21860 | 3.00857e+06 |   305.901       |
+-------+-------------+-----------------+
| 21861 | 3.01035e+06 |   250.543       |
+-------+-------------+-----------------+
| 21862 | 3.01213e+06 |   243.318       |
+-------+-------------+-----------------+
| 21863 | 3.01392e+06 |   260.002       |
+-------+-------------+-----------------+
| 21864 | 3.0157e+06  |   233.947       |
+-------+-------------+-----------------+
| 21865 | 3.01748e+06 |   276.632       |
+-------+-------------+-----------------+
| 21866 | 3.01926e+06 |   350.79        |
+-------+-------------+-----------------+
| 21867 | 3.02104e+06 |   298.672       |
+-------+-------------+-----------------+
| 21868 | 3.02282e+06 |   247.623       |
+-------+-------------+-----------------+
| 21869 | 3.02461e+06 |   235.528       |
+-------+-------------+-----------------+
| 21870 | 3.02639e+06 |   254.838       |
+-------+-------------+-----------------+
| 21871 | 3.02817e+06 |   231.216       |
+-------+-------------+-----------------+
| 21872 | 3.00147e+06 |   111.107       |
+-------+-------------+-----------------+
| 21873 | 3.00326e+06 |   117.634       |
+-------+-------------+-----------------+
| 21874 | 3.00504e+06 |   147.452       |
+-------+-------------+-----------------+
| 21875 | 3.00682e+06 |   153.875       |
+-------+-------------+-----------------+
| 21876 | 3.0086e+06  |   129.072       |
+-------+-------------+-----------------+
| 21877 | 3.01038e+06 |    98.3139      |
+-------+-------------+-----------------+
| 21878 | 3.01217e+06 |    88.6809      |
+-------+-------------+-----------------+
| 21879 | 3.01395e+06 |   110.04        |
+-------+-------------+-----------------+
| 21880 | 3.01573e+06 |   117.287       |
+-------+-------------+-----------------+
| 21881 | 3.01751e+06 |   148.304       |
+-------+-------------+-----------------+
| 21882 | 3.01929e+06 |   153.543       |
+-------+-------------+-----------------+
| 21883 | 3.02108e+06 |   129.068       |
+-------+-------------+-----------------+
| 21884 | 3.02286e+06 |    98.3549      |
+-------+-------------+-----------------+
| 21885 | 3.02464e+06 |    88.7293      |
+-------+-------------+-----------------+
| 21886 | 3.02642e+06 |   110.076       |
+-------+-------------+-----------------+
| 21887 | 3.0282e+06  |   117.318       |
+-------+-------------+-----------------+
| 21888 | 3.00151e+06 |   101.717       |
+-------+-------------+-----------------+
| 21889 | 3.00329e+06 |   112.631       |
+-------+-------------+-----------------+
| 21890 | 3.00507e+06 |   156.888       |
+-------+-------------+-----------------+
| 21891 | 3.00685e+06 |   180.959       |
+-------+-------------+-----------------+
| 21892 | 3.00864e+06 |   187.466       |
+-------+-------------+-----------------+
| 21893 | 3.01042e+06 |   147.782       |
+-------+-------------+-----------------+
| 21894 | 3.0122e+06  |   115.803       |
+-------+-------------+-----------------+
| 21895 | 3.01398e+06 |    99.6431      |
+-------+-------------+-----------------+
| 21896 | 3.01576e+06 |   107.17        |
+-------+-------------+-----------------+
| 21897 | 3.01754e+06 |   155.8         |
+-------+-------------+-----------------+
| 21898 | 3.01933e+06 |   179.709       |
+-------+-------------+-----------------+
| 21899 | 3.02111e+06 |   184.314       |
+-------+-------------+-----------------+
| 21900 | 3.02289e+06 |   144.817       |
+-------+-------------+-----------------+
| 21901 | 3.02467e+06 |   114.184       |
+-------+-------------+-----------------+
| 21902 | 3.02646e+06 |    99.1588      |
+-------+-------------+-----------------+
| 21903 | 3.02824e+06 |   105.105       |
+-------+-------------+-----------------+
| 21904 | 3.00154e+06 |   221.704       |
+-------+-------------+-----------------+
| 21905 | 3.00332e+06 |   187.88        |
+-------+-------------+-----------------+
| 21906 | 3.0051e+06  |   231.357       |
+-------+-------------+-----------------+
| 21907 | 3.00689e+06 |   328.786       |
+-------+-------------+-----------------+
| 21908 | 3.00867e+06 |   399.315       |
+-------+-------------+-----------------+
| 21909 | 3.01045e+06 |   268.035       |
+-------+-------------+-----------------+
| 21910 | 3.01223e+06 |   208.12        |
+-------+-------------+-----------------+
| 21911 | 3.01401e+06 |   214.007       |
+-------+-------------+-----------------+
| 21912 | 3.0158e+06  |   191.56        |
+-------+-------------+-----------------+
| 21913 | 3.01758e+06 |   241.214       |
+-------+-------------+-----------------+
| 21914 | 3.01936e+06 |   318.703       |
+-------+-------------+-----------------+
| 21915 | 3.02114e+06 |   395.594       |
+-------+-------------+-----------------+
| 21916 | 3.02292e+06 |   267.485       |
+-------+-------------+-----------------+
| 21917 | 3.02471e+06 |   211.197       |
+-------+-------------+-----------------+
| 21918 | 3.02649e+06 |   216.604       |
+-------+-------------+-----------------+
| 21919 | 3.02827e+06 |   192.349       |
+-------+-------------+-----------------+
| 21920 | 3.00157e+06 |   213.982       |
+-------+-------------+-----------------+
| 21921 | 3.00336e+06 |   275.948       |
+-------+-------------+-----------------+
| 21922 | 3.00514e+06 |   296.724       |
+-------+-------------+-----------------+
| 21923 | 3.00692e+06 |   412.333       |
+-------+-------------+-----------------+
| 21924 | 3.0087e+06  |   511.986       |
+-------+-------------+-----------------+
| 21925 | 3.01048e+06 |   329.246       |
+-------+-------------+-----------------+
| 21926 | 3.01226e+06 |   302.532       |
+-------+-------------+-----------------+
| 21927 | 3.01405e+06 |   222.942       |
+-------+-------------+-----------------+
| 21928 | 3.01583e+06 |   274.259       |
+-------+-------------+-----------------+
| 21929 | 3.01761e+06 |   298.471       |
+-------+-------------+-----------------+
| 21930 | 3.01939e+06 |   408.566       |
+-------+-------------+-----------------+
| 21931 | 3.02118e+06 |   506.628       |
+-------+-------------+-----------------+
| 21932 | 3.02296e+06 |   326.704       |
+-------+-------------+-----------------+
| 21933 | 3.02474e+06 |   304.08        |
+-------+-------------+-----------------+
| 21934 | 3.02652e+06 |   221.051       |
+-------+-------------+-----------------+
| 21935 | 3.0283e+06  |   272.845       |
+-------+-------------+-----------------+
| 21936 | 3.00161e+06 |   212.683       |
+-------+-------------+-----------------+
| 21937 | 3.00339e+06 |   220.673       |
+-------+-------------+-----------------+
| 21938 | 3.00517e+06 |   204.091       |
+-------+-------------+-----------------+
| 21939 | 3.00695e+06 |   335.071       |
+-------+-------------+-----------------+
| 21940 | 3.00873e+06 |   349.771       |
+-------+-------------+-----------------+
| 21941 | 3.01052e+06 |   228.981       |
+-------+-------------+-----------------+
| 21942 | 3.0123e+06  |   216.549       |
+-------+-------------+-----------------+
| 21943 | 3.01408e+06 |   233.488       |
+-------+-------------+-----------------+
| 21944 | 3.01586e+06 |   198.138       |
+-------+-------------+-----------------+
| 21945 | 3.01764e+06 |   225.586       |
+-------+-------------+-----------------+
| 21946 | 3.01943e+06 |   307.355       |
+-------+-------------+-----------------+
| 21947 | 3.02121e+06 |   363.516       |
+-------+-------------+-----------------+
| 21948 | 3.02299e+06 |   204.62        |
+-------+-------------+-----------------+
| 21949 | 3.02477e+06 |   234.146       |
+-------+-------------+-----------------+
| 21950 | 3.02655e+06 |   209.609       |
+-------+-------------+-----------------+
| 21951 | 3.02834e+06 |   218.617       |
+-------+-------------+-----------------+
| 21952 | 3.00164e+06 |   463.37        |
+-------+-------------+-----------------+
| 21953 | 3.00342e+06 |   436.225       |
+-------+-------------+-----------------+
| 21954 | 3.0052e+06  |   585.517       |
+-------+-------------+-----------------+
| 21955 | 3.00698e+06 |   814.32        |
+-------+-------------+-----------------+
| 21956 | 3.00877e+06 |   829.186       |
+-------+-------------+-----------------+
| 21957 | 3.01055e+06 |   492.652       |
+-------+-------------+-----------------+
| 21958 | 3.01233e+06 |   446.713       |
+-------+-------------+-----------------+
| 21959 | 3.01411e+06 |   464.313       |
+-------+-------------+-----------------+
| 21960 | 3.0159e+06  |   434.913       |
+-------+-------------+-----------------+
| 21961 | 3.01768e+06 |   588.936       |
+-------+-------------+-----------------+
| 21962 | 3.01946e+06 |   807.786       |
+-------+-------------+-----------------+
| 21963 | 3.02124e+06 |   826.593       |
+-------+-------------+-----------------+
| 21964 | 3.02302e+06 |   494.099       |
+-------+-------------+-----------------+
| 21965 | 3.0248e+06  |   444.87        |
+-------+-------------+-----------------+
| 21966 | 3.02659e+06 |   463.396       |
+-------+-------------+-----------------+
| 21967 | 3.02837e+06 |   434.23        |
+-------+-------------+-----------------+
| 21968 | 3.00167e+06 |    95.8983      |
+-------+-------------+-----------------+
| 21969 | 3.00345e+06 |   101.165       |
+-------+-------------+-----------------+
| 21970 | 3.00524e+06 |   112.326       |
+-------+-------------+-----------------+
| 21971 | 3.00702e+06 |   131.476       |
+-------+-------------+-----------------+
| 21972 | 3.0088e+06  |   126.385       |
+-------+-------------+-----------------+
| 21973 | 3.01058e+06 |   110.312       |
+-------+-------------+-----------------+
| 21974 | 3.01236e+06 |    97.8558      |
+-------+-------------+-----------------+
| 21975 | 3.01415e+06 |    83.0558      |
+-------+-------------+-----------------+
| 21976 | 3.01593e+06 |   108.856       |
+-------+-------------+-----------------+
| 21977 | 3.01771e+06 |   104.614       |
+-------+-------------+-----------------+
| 21978 | 3.01949e+06 |   138.88        |
+-------+-------------+-----------------+
| 21979 | 3.02127e+06 |   119.226       |
+-------+-------------+-----------------+
| 21980 | 3.02306e+06 |   117.337       |
+-------+-------------+-----------------+
| 21981 | 3.02484e+06 |    91.2638      |
+-------+-------------+-----------------+
| 21982 | 3.02662e+06 |    89.7369      |
+-------+-------------+-----------------+
| 21983 | 3.0284e+06  |   102.569       |
+-------+-------------+-----------------+
| 21984 | 3.0017e+06  |   208.283       |
+-------+-------------+-----------------+
| 21985 | 3.00349e+06 |   246.268       |
+-------+-------------+-----------------+
| 21986 | 3.00527e+06 |   283.568       |
+-------+-------------+-----------------+
| 21987 | 3.00705e+06 |   395.059       |
+-------+-------------+-----------------+
| 21988 | 3.00883e+06 |   417.087       |
+-------+-------------+-----------------+
| 21989 | 3.01062e+06 |   276.849       |
+-------+-------------+-----------------+
| 21990 | 3.0124e+06  |   236.784       |
+-------+-------------+-----------------+
| 21991 | 3.01418e+06 |   206.648       |
+-------+-------------+-----------------+
| 21992 | 3.01596e+06 |   244.316       |
+-------+-------------+-----------------+
| 21993 | 3.01774e+06 |   281.416       |
+-------+-------------+-----------------+
| 21994 | 3.01952e+06 |   392.145       |
+-------+-------------+-----------------+
| 21995 | 3.02131e+06 |   415.448       |
+-------+-------------+-----------------+
| 21996 | 3.02309e+06 |   275.178       |
+-------+-------------+-----------------+
| 21997 | 3.02487e+06 |   235.482       |
+-------+-------------+-----------------+
| 21998 | 3.02665e+06 |   205.064       |
+-------+-------------+-----------------+
| 21999 | 3.02844e+06 |   242.737       |
+-------+-------------+-----------------+
| 22000 | 3.00174e+06 |    65.1796      |
+-------+-------------+-----------------+
| 22001 | 3.00352e+06 |    76.0485      |
+-------+-------------+-----------------+
| 22002 | 3.0053e+06  |    73.5703      |
+-------+-------------+-----------------+
| 22003 | 3.00708e+06 |   103.378       |
+-------+-------------+-----------------+
| 22004 | 3.00887e+06 |    99.1994      |
+-------+-------------+-----------------+
| 22005 | 3.01065e+06 |    82.695       |
+-------+-------------+-----------------+
| 22006 | 3.01243e+06 |    74.8135      |
+-------+-------------+-----------------+
| 22007 | 3.01421e+06 |    66.6906      |
+-------+-------------+-----------------+
| 22008 | 3.01599e+06 |    73.0541      |
+-------+-------------+-----------------+
| 22009 | 3.01778e+06 |    73.625       |
+-------+-------------+-----------------+
| 22010 | 3.01956e+06 |   101.607       |
+-------+-------------+-----------------+
| 22011 | 3.02134e+06 |    98.7086      |
+-------+-------------+-----------------+
| 22012 | 3.02312e+06 |    81.5016      |
+-------+-------------+-----------------+
| 22013 | 3.0249e+06  |    73.8921      |
+-------+-------------+-----------------+
| 22014 | 3.02669e+06 |    65.6643      |
+-------+-------------+-----------------+
| 22015 | 3.02847e+06 |    72.0455      |
+-------+-------------+-----------------+
| 22016 | 3.00177e+06 |   153.143       |
+-------+-------------+-----------------+
| 22017 | 3.00355e+06 |   180.102       |
+-------+-------------+-----------------+
| 22018 | 3.00534e+06 |   202.253       |
+-------+-------------+-----------------+
| 22019 | 3.00712e+06 |   298.945       |
+-------+-------------+-----------------+
| 22020 | 3.0089e+06  |   319.235       |
+-------+-------------+-----------------+
| 22021 | 3.01068e+06 |   223.632       |
+-------+-------------+-----------------+
| 22022 | 3.01246e+06 |   195.701       |
+-------+-------------+-----------------+
| 22023 | 3.01424e+06 |   148.767       |
+-------+-------------+-----------------+
| 22024 | 3.01603e+06 |   181.125       |
+-------+-------------+-----------------+
| 22025 | 3.01781e+06 |   206.212       |
+-------+-------------+-----------------+
| 22026 | 3.01959e+06 |   294.364       |
+-------+-------------+-----------------+
| 22027 | 3.02137e+06 |   318.815       |
+-------+-------------+-----------------+
| 22028 | 3.02316e+06 |   224.443       |
+-------+-------------+-----------------+
| 22029 | 3.02494e+06 |   199.965       |
+-------+-------------+-----------------+
| 22030 | 3.02672e+06 |   148.36        |
+-------+-------------+-----------------+
| 22031 | 3.0285e+06  |   180.937       |
+-------+-------------+-----------------+
| 22032 | 3.0018e+06  |   235.462       |
+-------+-------------+-----------------+
| 22033 | 3.00359e+06 |   230.985       |
+-------+-------------+-----------------+
| 22034 | 3.00537e+06 |   278.648       |
+-------+-------------+-----------------+
| 22035 | 3.00715e+06 |   338.902       |
+-------+-------------+-----------------+
| 22036 | 3.00893e+06 |   272.149       |
+-------+-------------+-----------------+
| 22037 | 3.01071e+06 |   264.899       |
+-------+-------------+-----------------+
| 22038 | 3.0125e+06  |   224.87        |
+-------+-------------+-----------------+
| 22039 | 3.01428e+06 |   229.871       |
+-------+-------------+-----------------+
| 22040 | 3.01606e+06 |   232.201       |
+-------+-------------+-----------------+
| 22041 | 3.01784e+06 |   278.678       |
+-------+-------------+-----------------+
| 22042 | 3.01962e+06 |   339.864       |
+-------+-------------+-----------------+
| 22043 | 3.02141e+06 |   275.173       |
+-------+-------------+-----------------+
| 22044 | 3.02319e+06 |   261.337       |
+-------+-------------+-----------------+
| 22045 | 3.02497e+06 |   223.779       |
+-------+-------------+-----------------+
| 22046 | 3.02675e+06 |   227.937       |
+-------+-------------+-----------------+
| 22047 | 3.02853e+06 |   229.576       |
+-------+-------------+-----------------+
| 22048 | 3.00184e+06 |    73.9202      |
+-------+-------------+-----------------+
| 22049 | 3.00362e+06 |    81.3364      |
+-------+-------------+-----------------+
| 22050 | 3.0054e+06  |    91.9917      |
+-------+-------------+-----------------+
| 22051 | 3.00718e+06 |   123.431       |
+-------+-------------+-----------------+
| 22052 | 3.00896e+06 |   121.067       |
+-------+-------------+-----------------+
| 22053 | 3.01075e+06 |    98.3843      |
+-------+-------------+-----------------+
| 22054 | 3.01253e+06 |    81.2559      |
+-------+-------------+-----------------+
| 22055 | 3.01431e+06 |    71.2943      |
+-------+-------------+-----------------+
| 22056 | 3.01609e+06 |    80.8431      |
+-------+-------------+-----------------+
| 22057 | 3.01788e+06 |    91.4445      |
+-------+-------------+-----------------+
| 22058 | 3.01966e+06 |   121.211       |
+-------+-------------+-----------------+
| 22059 | 3.02144e+06 |   116.866       |
+-------+-------------+-----------------+
| 22060 | 3.02322e+06 |    97.9148      |
+-------+-------------+-----------------+
| 22061 | 3.025e+06   |    80.1477      |
+-------+-------------+-----------------+
| 22062 | 3.02678e+06 |    72.5466      |
+-------+-------------+-----------------+
| 22063 | 3.02857e+06 |    80.2705      |
+-------+-------------+-----------------+
| 22064 | 3.00187e+06 |   197.59        |
+-------+-------------+-----------------+
| 22065 | 3.00365e+06 |   185.905       |
+-------+-------------+-----------------+
| 22066 | 3.00543e+06 |   219.928       |
+-------+-------------+-----------------+
| 22067 | 3.00722e+06 |   286.281       |
+-------+-------------+-----------------+
| 22068 | 3.009e+06   |   291.441       |
+-------+-------------+-----------------+
| 22069 | 3.01078e+06 |   213.294       |
+-------+-------------+-----------------+
| 22070 | 3.01256e+06 |   211.018       |
+-------+-------------+-----------------+
| 22071 | 3.01434e+06 |   200.764       |
+-------+-------------+-----------------+
| 22072 | 3.01613e+06 |   190.399       |
+-------+-------------+-----------------+
| 22073 | 3.01791e+06 |   230.56        |
+-------+-------------+-----------------+
| 22074 | 3.01969e+06 |   281.228       |
+-------+-------------+-----------------+
| 22075 | 3.02147e+06 |   288.686       |
+-------+-------------+-----------------+
| 22076 | 3.02325e+06 |   213.977       |
+-------+-------------+-----------------+
| 22077 | 3.02504e+06 |   213.7         |
+-------+-------------+-----------------+
| 22078 | 3.02682e+06 |   201.489       |
+-------+-------------+-----------------+
| 22079 | 3.0286e+06  |   191.095       |
+-------+-------------+-----------------+
| 22080 | 3.0019e+06  |   271.025       |
+-------+-------------+-----------------+
| 22081 | 3.00368e+06 |   238.094       |
+-------+-------------+-----------------+
| 22082 | 3.00547e+06 |   277.577       |
+-------+-------------+-----------------+
| 22083 | 3.00725e+06 |   355.402       |
+-------+-------------+-----------------+
| 22084 | 3.00903e+06 |   304.358       |
+-------+-------------+-----------------+
| 22085 | 3.01081e+06 |   287.331       |
+-------+-------------+-----------------+
| 22086 | 3.0126e+06  |   262.128       |
+-------+-------------+-----------------+
| 22087 | 3.01438e+06 |   264.041       |
+-------+-------------+-----------------+
| 22088 | 3.01616e+06 |   239.526       |
+-------+-------------+-----------------+
| 22089 | 3.01794e+06 |   276.766       |
+-------+-------------+-----------------+
| 22090 | 3.01972e+06 |   352.819       |
+-------+-------------+-----------------+
| 22091 | 3.0215e+06  |   302.439       |
+-------+-------------+-----------------+
| 22092 | 3.02329e+06 |   290.103       |
+-------+-------------+-----------------+
| 22093 | 3.02507e+06 |   266.703       |
+-------+-------------+-----------------+
| 22094 | 3.02685e+06 |   266.117       |
+-------+-------------+-----------------+
| 22095 | 3.02863e+06 |   241.171       |
+-------+-------------+-----------------+
| 22096 | 3.00194e+06 |   495.198       |
+-------+-------------+-----------------+
| 22097 | 3.00372e+06 |   335.198       |
+-------+-------------+-----------------+
| 22098 | 3.0055e+06  |   408.345       |
+-------+-------------+-----------------+
| 22099 | 3.00728e+06 |   561.689       |
+-------+-------------+-----------------+
| 22100 | 3.00906e+06 |   534.211       |
+-------+-------------+-----------------+
| 22101 | 3.01085e+06 |   374.786       |
+-------+-------------+-----------------+
| 22102 | 3.01263e+06 |   300.394       |
+-------+-------------+-----------------+
| 22103 | 3.01441e+06 |   513.789       |
+-------+-------------+-----------------+
| 22104 | 3.01619e+06 |   342.49        |
+-------+-------------+-----------------+
| 22105 | 3.01797e+06 |   413.691       |
+-------+-------------+-----------------+
| 22106 | 3.01976e+06 |   572.057       |
+-------+-------------+-----------------+
| 22107 | 3.02154e+06 |   539.786       |
+-------+-------------+-----------------+
| 22108 | 3.02332e+06 |   376.959       |
+-------+-------------+-----------------+
| 22109 | 3.0251e+06  |   304.608       |
+-------+-------------+-----------------+
| 22110 | 3.02688e+06 |   517.465       |
+-------+-------------+-----------------+
| 22111 | 3.02867e+06 |   345.541       |
+-------+-------------+-----------------+
| 22112 | 3.00197e+06 |   271.496       |
+-------+-------------+-----------------+
| 22113 | 3.00375e+06 |   309.03        |
+-------+-------------+-----------------+
| 22114 | 3.00553e+06 |   302.451       |
+-------+-------------+-----------------+
| 22115 | 3.00732e+06 |   445.175       |
+-------+-------------+-----------------+
| 22116 | 3.0091e+06  |   453.384       |
+-------+-------------+-----------------+
| 22117 | 3.01088e+06 |   306.099       |
+-------+-------------+-----------------+
| 22118 | 3.01266e+06 |   297.254       |
+-------+-------------+-----------------+
| 22119 | 3.01444e+06 |   263.461       |
+-------+-------------+-----------------+
| 22120 | 3.01622e+06 |   300.067       |
+-------+-------------+-----------------+
| 22121 | 3.01801e+06 |   301.987       |
+-------+-------------+-----------------+
| 22122 | 3.01979e+06 |   426.181       |
+-------+-------------+-----------------+
| 22123 | 3.02157e+06 |   442.523       |
+-------+-------------+-----------------+
| 22124 | 3.02335e+06 |   315.016       |
+-------+-------------+-----------------+
| 22125 | 3.02514e+06 |   303.921       |
+-------+-------------+-----------------+
| 22126 | 3.02692e+06 |   263.446       |
+-------+-------------+-----------------+
| 22127 | 3.0287e+06  |   300.162       |
+-------+-------------+-----------------+
| 22128 | 3.002e+06   |   200.907       |
+-------+-------------+-----------------+
| 22129 | 3.00378e+06 |   193.763       |
+-------+-------------+-----------------+
| 22130 | 3.00557e+06 |   247.295       |
+-------+-------------+-----------------+
| 22131 | 3.00735e+06 |   322.992       |
+-------+-------------+-----------------+
| 22132 | 3.00913e+06 |   373.151       |
+-------+-------------+-----------------+
| 22133 | 3.01091e+06 |   223.891       |
+-------+-------------+-----------------+
| 22134 | 3.01269e+06 |   199.961       |
+-------+-------------+-----------------+
| 22135 | 3.01448e+06 |   197.6         |
+-------+-------------+-----------------+
| 22136 | 3.01626e+06 |   192.096       |
+-------+-------------+-----------------+
| 22137 | 3.01804e+06 |   246.042       |
+-------+-------------+-----------------+
| 22138 | 3.01982e+06 |   321.622       |
+-------+-------------+-----------------+
| 22139 | 3.0216e+06  |   371.973       |
+-------+-------------+-----------------+
| 22140 | 3.02339e+06 |   223.009       |
+-------+-------------+-----------------+
| 22141 | 3.02517e+06 |   199.207       |
+-------+-------------+-----------------+
| 22142 | 3.02695e+06 |   196.788       |
+-------+-------------+-----------------+
| 22143 | 3.02873e+06 |   191.296       |
+-------+-------------+-----------------+
| 22144 | 3.00204e+06 |   327.258       |
+-------+-------------+-----------------+
| 22145 | 3.00382e+06 |   270.177       |
+-------+-------------+-----------------+
| 22146 | 3.0056e+06  |   285.086       |
+-------+-------------+-----------------+
| 22147 | 3.00738e+06 |   440.866       |
+-------+-------------+-----------------+
| 22148 | 3.00916e+06 |   368.863       |
+-------+-------------+-----------------+
| 22149 | 3.01094e+06 |   351.041       |
+-------+-------------+-----------------+
| 22150 | 3.01273e+06 |   334.955       |
+-------+-------------+-----------------+
| 22151 | 3.01451e+06 |   320.976       |
+-------+-------------+-----------------+
| 22152 | 3.01629e+06 |   265.115       |
+-------+-------------+-----------------+
| 22153 | 3.01807e+06 |   289.416       |
+-------+-------------+-----------------+
| 22154 | 3.01986e+06 |   421.893       |
+-------+-------------+-----------------+
| 22155 | 3.02164e+06 |   365.688       |
+-------+-------------+-----------------+
| 22156 | 3.02342e+06 |   350.56        |
+-------+-------------+-----------------+
| 22157 | 3.0252e+06  |   321.131       |
+-------+-------------+-----------------+
| 22158 | 3.02698e+06 |   319.362       |
+-------+-------------+-----------------+
| 22159 | 3.02876e+06 |   263.386       |
+-------+-------------+-----------------+
| 22160 | 3.00207e+06 |   402.75        |
+-------+-------------+-----------------+
| 22161 | 3.00385e+06 |   317.526       |
+-------+-------------+-----------------+
| 22162 | 3.00563e+06 |   397.911       |
+-------+-------------+-----------------+
| 22163 | 3.00741e+06 |   562.09        |
+-------+-------------+-----------------+
| 22164 | 3.0092e+06  |   566.916       |
+-------+-------------+-----------------+
| 22165 | 3.01098e+06 |   390.696       |
+-------+-------------+-----------------+
| 22166 | 3.01276e+06 |   371.465       |
+-------+-------------+-----------------+
| 22167 | 3.01454e+06 |   445.847       |
+-------+-------------+-----------------+
| 22168 | 3.01632e+06 |   342.534       |
+-------+-------------+-----------------+
| 22169 | 3.01811e+06 |   415.727       |
+-------+-------------+-----------------+
| 22170 | 3.01989e+06 |   573.191       |
+-------+-------------+-----------------+
| 22171 | 3.02167e+06 |   575.115       |
+-------+-------------+-----------------+
| 22172 | 3.02345e+06 |   397.064       |
+-------+-------------+-----------------+
| 22173 | 3.02523e+06 |   376.33        |
+-------+-------------+-----------------+
| 22174 | 3.02702e+06 |   450.862       |
+-------+-------------+-----------------+
| 22175 | 3.0288e+06  |   347.179       |
+-------+-------------+-----------------+
| 22176 | 3.0021e+06  |   251.921       |
+-------+-------------+-----------------+
| 22177 | 3.00388e+06 |   216.334       |
+-------+-------------+-----------------+
| 22178 | 3.00566e+06 |   249.783       |
+-------+-------------+-----------------+
| 22179 | 3.00745e+06 |   320.097       |
+-------+-------------+-----------------+
| 22180 | 3.00923e+06 |   348.612       |
+-------+-------------+-----------------+
| 22181 | 3.01101e+06 |   250.13        |
+-------+-------------+-----------------+
| 22182 | 3.01279e+06 |   240.051       |
+-------+-------------+-----------------+
| 22183 | 3.01458e+06 |   254.057       |
+-------+-------------+-----------------+
| 22184 | 3.01636e+06 |   216.211       |
+-------+-------------+-----------------+
| 22185 | 3.01814e+06 |   250.509       |
+-------+-------------+-----------------+
| 22186 | 3.01992e+06 |   317.992       |
+-------+-------------+-----------------+
| 22187 | 3.0217e+06  |   346.462       |
+-------+-------------+-----------------+
| 22188 | 3.02348e+06 |   250.142       |
+-------+-------------+-----------------+
| 22189 | 3.02527e+06 |   239.93        |
+-------+-------------+-----------------+
| 22190 | 3.02705e+06 |   254.042       |
+-------+-------------+-----------------+
| 22191 | 3.02883e+06 |   216.25        |
+-------+-------------+-----------------+
| 22192 | 3.00213e+06 |   270.174       |
+-------+-------------+-----------------+
| 22193 | 3.00392e+06 |   278.777       |
+-------+-------------+-----------------+
| 22194 | 3.0057e+06  |   300.827       |
+-------+-------------+-----------------+
| 22195 | 3.00748e+06 |   355.279       |
+-------+-------------+-----------------+
| 22196 | 3.00926e+06 |   382.047       |
+-------+-------------+-----------------+
| 22197 | 3.01104e+06 |   295.349       |
+-------+-------------+-----------------+
| 22198 | 3.01283e+06 |   260.86        |
+-------+-------------+-----------------+
| 22199 | 3.01461e+06 |   265.543       |
+-------+-------------+-----------------+
| 22200 | 3.01639e+06 |   281.495       |
+-------+-------------+-----------------+
| 22201 | 3.01817e+06 |   305.559       |
+-------+-------------+-----------------+
| 22202 | 3.01995e+06 |   351.782       |
+-------+-------------+-----------------+
| 22203 | 3.02174e+06 |   381.972       |
+-------+-------------+-----------------+
| 22204 | 3.02352e+06 |   297.133       |
+-------+-------------+-----------------+
| 22205 | 3.0253e+06  |   263.003       |
+-------+-------------+-----------------+
| 22206 | 3.02708e+06 |   267.652       |
+-------+-------------+-----------------+
| 22207 | 3.02886e+06 |   282.344       |
+-------+-------------+-----------------+
| 22208 | 3.00217e+06 |   465.39        |
+-------+-------------+-----------------+
| 22209 | 3.00395e+06 |   433.482       |
+-------+-------------+-----------------+
| 22210 | 3.00573e+06 |   609.87        |
+-------+-------------+-----------------+
| 22211 | 3.00751e+06 |   961.327       |
+-------+-------------+-----------------+
| 22212 | 3.0093e+06  |   935.35        |
+-------+-------------+-----------------+
| 22213 | 3.01108e+06 |   480.976       |
+-------+-------------+-----------------+
| 22214 | 3.01286e+06 |   439.793       |
+-------+-------------+-----------------+
| 22215 | 3.01464e+06 |   461.102       |
+-------+-------------+-----------------+
| 22216 | 3.01642e+06 |   429.05        |
+-------+-------------+-----------------+
| 22217 | 3.0182e+06  |   608.545       |
+-------+-------------+-----------------+
| 22218 | 3.01999e+06 |   954.429       |
+-------+-------------+-----------------+
| 22219 | 3.02177e+06 |   927.108       |
+-------+-------------+-----------------+
| 22220 | 3.02355e+06 |   476.969       |
+-------+-------------+-----------------+
| 22221 | 3.02533e+06 |   435.698       |
+-------+-------------+-----------------+
| 22222 | 3.02712e+06 |   456.548       |
+-------+-------------+-----------------+
| 22223 | 3.0289e+06  |   424.838       |
+-------+-------------+-----------------+
| 22224 | 3.0022e+06  |   587.359       |
+-------+-------------+-----------------+
| 22225 | 3.00398e+06 |   597.191       |
+-------+-------------+-----------------+
| 22226 | 3.00576e+06 |   816.484       |
+-------+-------------+-----------------+
| 22227 | 3.00755e+06 |  1163.8         |
+-------+-------------+-----------------+
| 22228 | 3.00933e+06 |  1209.64        |
+-------+-------------+-----------------+
| 22229 | 3.01111e+06 |   708.407       |
+-------+-------------+-----------------+
| 22230 | 3.01289e+06 |   599.623       |
+-------+-------------+-----------------+
| 22231 | 3.01467e+06 |   601.372       |
+-------+-------------+-----------------+
| 22232 | 3.01646e+06 |   596.945       |
+-------+-------------+-----------------+
| 22233 | 3.01824e+06 |   821.226       |
+-------+-------------+-----------------+
| 22234 | 3.02002e+06 |  1155.72        |
+-------+-------------+-----------------+
| 22235 | 3.0218e+06  |  1203.43        |
+-------+-------------+-----------------+
| 22236 | 3.02358e+06 |   710.493       |
+-------+-------------+-----------------+
| 22237 | 3.02537e+06 |   600.496       |
+-------+-------------+-----------------+
| 22238 | 3.02715e+06 |   601.681       |
+-------+-------------+-----------------+
| 22239 | 3.02893e+06 |   597.748       |
+-------+-------------+-----------------+
| 22240 | 3.00223e+06 |   609.813       |
+-------+-------------+-----------------+
| 22241 | 3.00402e+06 |   667.708       |
+-------+-------------+-----------------+
| 22242 | 3.0058e+06  |   887.613       |
+-------+-------------+-----------------+
| 22243 | 3.00758e+06 |  1289.68        |
+-------+-------------+-----------------+
| 22244 | 3.00936e+06 |  1332.26        |
+-------+-------------+-----------------+
| 22245 | 3.01114e+06 |   731.119       |
+-------+-------------+-----------------+
| 22246 | 3.01292e+06 |   595.524       |
+-------+-------------+-----------------+
| 22247 | 3.01471e+06 |   596.055       |
+-------+-------------+-----------------+
| 22248 | 3.01649e+06 |   656.825       |
+-------+-------------+-----------------+
| 22249 | 3.01827e+06 |   887.254       |
+-------+-------------+-----------------+
| 22250 | 3.02005e+06 |  1279.87        |
+-------+-------------+-----------------+
| 22251 | 3.02184e+06 |  1327.19        |
+-------+-------------+-----------------+
| 22252 | 3.02362e+06 |   731.042       |
+-------+-------------+-----------------+
| 22253 | 3.0254e+06  |   597.979       |
+-------+-------------+-----------------+
| 22254 | 3.02718e+06 |   596.743       |
+-------+-------------+-----------------+
| 22255 | 3.02896e+06 |   657.488       |
+-------+-------------+-----------------+
| 22256 | 3.00227e+06 |   593.143       |
+-------+-------------+-----------------+
| 22257 | 3.00405e+06 |   623.378       |
+-------+-------------+-----------------+
| 22258 | 3.00583e+06 |   805.318       |
+-------+-------------+-----------------+
| 22259 | 3.00761e+06 |  1175.04        |
+-------+-------------+-----------------+
| 22260 | 3.00939e+06 |  1232.71        |
+-------+-------------+-----------------+
| 22261 | 3.01118e+06 |   729.311       |
+-------+-------------+-----------------+
| 22262 | 3.01296e+06 |   587.416       |
+-------+-------------+-----------------+
| 22263 | 3.01474e+06 |   583.288       |
+-------+-------------+-----------------+
| 22264 | 3.01652e+06 |   626.682       |
+-------+-------------+-----------------+
| 22265 | 3.0183e+06  |   817.519       |
+-------+-------------+-----------------+
| 22266 | 3.02009e+06 |  1155.5         |
+-------+-------------+-----------------+
| 22267 | 3.02187e+06 |  1212.94        |
+-------+-------------+-----------------+
| 22268 | 3.02365e+06 |   726.955       |
+-------+-------------+-----------------+
| 22269 | 3.02543e+06 |   591.764       |
+-------+-------------+-----------------+
| 22270 | 3.02721e+06 |   583.16        |
+-------+-------------+-----------------+
| 22271 | 3.029e+06   |   625.525       |
+-------+-------------+-----------------+
| 22272 | 3.0023e+06  |   772.348       |
+-------+-------------+-----------------+
| 22273 | 3.00408e+06 |   678.392       |
+-------+-------------+-----------------+
| 22274 | 3.00586e+06 |   939.193       |
+-------+-------------+-----------------+
| 22275 | 3.00764e+06 |  1204.73        |
+-------+-------------+-----------------+
| 22276 | 3.00943e+06 |  1348.76        |
+-------+-------------+-----------------+
| 22277 | 3.01121e+06 |   731.409       |
+-------+-------------+-----------------+
| 22278 | 3.01299e+06 |   687.213       |
+-------+-------------+-----------------+
| 22279 | 3.01477e+06 |   758.075       |
+-------+-------------+-----------------+
| 22280 | 3.01656e+06 |   683.276       |
+-------+-------------+-----------------+
| 22281 | 3.01834e+06 |   956.37        |
+-------+-------------+-----------------+
| 22282 | 3.02012e+06 |  1183.58        |
+-------+-------------+-----------------+
| 22283 | 3.0219e+06  |  1332.09        |
+-------+-------------+-----------------+
| 22284 | 3.02368e+06 |   742.46        |
+-------+-------------+-----------------+
| 22285 | 3.02546e+06 |   685.127       |
+-------+-------------+-----------------+
| 22286 | 3.02725e+06 |   766.062       |
+-------+-------------+-----------------+
| 22287 | 3.02903e+06 |   688.803       |
+-------+-------------+-----------------+
| 22288 | 3.00233e+06 |   476.627       |
+-------+-------------+-----------------+
| 22289 | 3.00411e+06 |   442.858       |
+-------+-------------+-----------------+
| 22290 | 3.0059e+06  |   575.085       |
+-------+-------------+-----------------+
| 22291 | 3.00768e+06 |   718.907       |
+-------+-------------+-----------------+
| 22292 | 3.00946e+06 |   785.413       |
+-------+-------------+-----------------+
| 22293 | 3.01124e+06 |   567.027       |
+-------+-------------+-----------------+
| 22294 | 3.01302e+06 |   468.751       |
+-------+-------------+-----------------+
| 22295 | 3.01481e+06 |   490.46        |
+-------+-------------+-----------------+
| 22296 | 3.01659e+06 |   453.085       |
+-------+-------------+-----------------+
| 22297 | 3.01837e+06 |   581.068       |
+-------+-------------+-----------------+
| 22298 | 3.02015e+06 |   728.102       |
+-------+-------------+-----------------+
| 22299 | 3.02193e+06 |   795.021       |
+-------+-------------+-----------------+
| 22300 | 3.02372e+06 |   572.267       |
+-------+-------------+-----------------+
| 22301 | 3.0255e+06  |   471.291       |
+-------+-------------+-----------------+
| 22302 | 3.02728e+06 |   493.747       |
+-------+-------------+-----------------+
| 22303 | 3.02906e+06 |   455.92        |
+-------+-------------+-----------------+
| 22304 | 3.00236e+06 |   212.523       |
+-------+-------------+-----------------+
| 22305 | 3.00415e+06 |   204.47        |
+-------+-------------+-----------------+
| 22306 | 3.00593e+06 |   243.118       |
+-------+-------------+-----------------+
| 22307 | 3.00771e+06 |   298.936       |
+-------+-------------+-----------------+
| 22308 | 3.00949e+06 |   324.648       |
+-------+-------------+-----------------+
| 22309 | 3.01128e+06 |   247.479       |
+-------+-------------+-----------------+
| 22310 | 3.01306e+06 |   211.323       |
+-------+-------------+-----------------+
| 22311 | 3.01484e+06 |   219.021       |
+-------+-------------+-----------------+
| 22312 | 3.01662e+06 |   207.601       |
+-------+-------------+-----------------+
| 22313 | 3.0184e+06  |   244.762       |
+-------+-------------+-----------------+
| 22314 | 3.02018e+06 |   301.294       |
+-------+-------------+-----------------+
| 22315 | 3.02197e+06 |   325.554       |
+-------+-------------+-----------------+
| 22316 | 3.02375e+06 |   248.018       |
+-------+-------------+-----------------+
| 22317 | 3.02553e+06 |   211.763       |
+-------+-------------+-----------------+
| 22318 | 3.02731e+06 |   219.185       |
+-------+-------------+-----------------+
| 22319 | 3.0291e+06  |   207.641       |
+-------+-------------+-----------------+
| 22320 | 3.0024e+06  |   439.427       |
+-------+-------------+-----------------+
| 22321 | 3.00418e+06 |   465.029       |
+-------+-------------+-----------------+
| 22322 | 3.00596e+06 |   581.46        |
+-------+-------------+-----------------+
| 22323 | 3.00774e+06 |   865.947       |
+-------+-------------+-----------------+
| 22324 | 3.00953e+06 |   826.569       |
+-------+-------------+-----------------+
| 22325 | 3.01131e+06 |   529.536       |
+-------+-------------+-----------------+
| 22326 | 3.01309e+06 |   428.275       |
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| 22327 | 3.01487e+06 |   450.226       |
+-------+-------------+-----------------+
| 22328 | 3.01665e+06 |   465.778       |
+-------+-------------+-----------------+
| 22329 | 3.01844e+06 |   581.389       |
+-------+-------------+-----------------+
| 22330 | 3.02022e+06 |   873.427       |
+-------+-------------+-----------------+
| 22331 | 3.022e+06   |   830.086       |
+-------+-------------+-----------------+
| 22332 | 3.02378e+06 |   529.415       |
+-------+-------------+-----------------+
| 22333 | 3.02556e+06 |   430.356       |
+-------+-------------+-----------------+
| 22334 | 3.02735e+06 |   451.474       |
+-------+-------------+-----------------+
| 22335 | 3.02913e+06 |   466.749       |
+-------+-------------+-----------------+
| 22336 | 3.00243e+06 |   297.346       |
+-------+-------------+-----------------+
| 22337 | 3.00421e+06 |   233.817       |
+-------+-------------+-----------------+
| 22338 | 3.006e+06   |   318.628       |
+-------+-------------+-----------------+
| 22339 | 3.00778e+06 |   404.556       |
+-------+-------------+-----------------+
| 22340 | 3.00956e+06 |   424.474       |
+-------+-------------+-----------------+
| 22341 | 3.01134e+06 |   304.282       |
+-------+-------------+-----------------+
| 22342 | 3.01312e+06 |   268.613       |
+-------+-------------+-----------------+
| 22343 | 3.0149e+06  |   290.417       |
+-------+-------------+-----------------+
| 22344 | 3.01669e+06 |   224.862       |
+-------+-------------+-----------------+
| 22345 | 3.01847e+06 |   321.625       |
+-------+-------------+-----------------+
| 22346 | 3.02025e+06 |   403.222       |
+-------+-------------+-----------------+
| 22347 | 3.02203e+06 |   425.91        |
+-------+-------------+-----------------+
| 22348 | 3.02382e+06 |   304.292       |
+-------+-------------+-----------------+
| 22349 | 3.0256e+06  |   267.702       |
+-------+-------------+-----------------+
| 22350 | 3.02738e+06 |   291.74        |
+-------+-------------+-----------------+
| 22351 | 3.02916e+06 |   226.292       |
+-------+-------------+-----------------+
| 22352 | 3.00246e+06 |   282.01        |
+-------+-------------+-----------------+
| 22353 | 3.00425e+06 |   227.342       |
+-------+-------------+-----------------+
| 22354 | 3.00603e+06 |   313.872       |
+-------+-------------+-----------------+
| 22355 | 3.00781e+06 |   382.983       |
+-------+-------------+-----------------+
| 22356 | 3.00959e+06 |   424.731       |
+-------+-------------+-----------------+
| 22357 | 3.01137e+06 |   276.58        |
+-------+-------------+-----------------+
| 22358 | 3.01316e+06 |   246.417       |
+-------+-------------+-----------------+
| 22359 | 3.01494e+06 |   280.181       |
+-------+-------------+-----------------+
| 22360 | 3.01672e+06 |   223.988       |
+-------+-------------+-----------------+
| 22361 | 3.0185e+06  |   312.992       |
+-------+-------------+-----------------+
| 22362 | 3.02028e+06 |   378.996       |
+-------+-------------+-----------------+
| 22363 | 3.02207e+06 |   420.194       |
+-------+-------------+-----------------+
| 22364 | 3.02385e+06 |   272.775       |
+-------+-------------+-----------------+
| 22365 | 3.02563e+06 |   243.336       |
+-------+-------------+-----------------+
| 22366 | 3.02741e+06 |   276.972       |
+-------+-------------+-----------------+
| 22367 | 3.02919e+06 |   220.804       |
+-------+-------------+-----------------+
| 22368 | 3.0025e+06  |   202.298       |
+-------+-------------+-----------------+
| 22369 | 3.00428e+06 |   212.376       |
+-------+-------------+-----------------+
| 22370 | 3.00606e+06 |   233.424       |
+-------+-------------+-----------------+
| 22371 | 3.00784e+06 |   314.417       |
+-------+-------------+-----------------+
| 22372 | 3.00962e+06 |   341.56        |
+-------+-------------+-----------------+
| 22373 | 3.01141e+06 |   191.168       |
+-------+-------------+-----------------+
| 22374 | 3.01319e+06 |   165.514       |
+-------+-------------+-----------------+
| 22375 | 3.01497e+06 |   195.802       |
+-------+-------------+-----------------+
| 22376 | 3.01675e+06 |   214.05        |
+-------+-------------+-----------------+
| 22377 | 3.01854e+06 |   229.043       |
+-------+-------------+-----------------+
| 22378 | 3.02032e+06 |   314.828       |
+-------+-------------+-----------------+
| 22379 | 3.0221e+06  |   332.539       |
+-------+-------------+-----------------+
| 22380 | 3.02388e+06 |   192.436       |
+-------+-------------+-----------------+
| 22381 | 3.02566e+06 |   158.756       |
+-------+-------------+-----------------+
| 22382 | 3.02744e+06 |   196.581       |
+-------+-------------+-----------------+
| 22383 | 3.02923e+06 |   208.249       |
+-------+-------------+-----------------+
| 22384 | 3.00253e+06 |   123.455       |
+-------+-------------+-----------------+
| 22385 | 3.00431e+06 |   135.758       |
+-------+-------------+-----------------+
| 22386 | 3.00609e+06 |   175.165       |
+-------+-------------+-----------------+
| 22387 | 3.00788e+06 |   249.172       |
+-------+-------------+-----------------+
| 22388 | 3.00966e+06 |   294.712       |
+-------+-------------+-----------------+
| 22389 | 3.01144e+06 |   182.407       |
+-------+-------------+-----------------+
| 22390 | 3.01322e+06 |   142.094       |
+-------+-------------+-----------------+
| 22391 | 3.015e+06   |   134.202       |
+-------+-------------+-----------------+
| 22392 | 3.01679e+06 |   125.428       |
+-------+-------------+-----------------+
| 22393 | 3.01857e+06 |   184.348       |
+-------+-------------+-----------------+
| 22394 | 3.02035e+06 |   238.755       |
+-------+-------------+-----------------+
| 22395 | 3.02213e+06 |   301.292       |
+-------+-------------+-----------------+
| 22396 | 3.02391e+06 |   174.569       |
+-------+-------------+-----------------+
| 22397 | 3.0257e+06  |   148.437       |
+-------+-------------+-----------------+
| 22398 | 3.02748e+06 |   126.662       |
+-------+-------------+-----------------+
| 22399 | 3.02926e+06 |   130.529       |
+-------+-------------+-----------------+
| 22400 | 3.00256e+06 |   284.775       |
+-------+-------------+-----------------+
| 22401 | 3.00434e+06 |   274.04        |
+-------+-------------+-----------------+
| 22402 | 3.00613e+06 |   345.905       |
+-------+-------------+-----------------+
| 22403 | 3.00791e+06 |   470.716       |
+-------+-------------+-----------------+
| 22404 | 3.00969e+06 |   542.764       |
+-------+-------------+-----------------+
| 22405 | 3.01147e+06 |   347.243       |
+-------+-------------+-----------------+
| 22406 | 3.01326e+06 |   312.222       |
+-------+-------------+-----------------+
| 22407 | 3.01504e+06 |   284.637       |
+-------+-------------+-----------------+
| 22408 | 3.01682e+06 |   275.301       |
+-------+-------------+-----------------+
| 22409 | 3.0186e+06  |   346.074       |
+-------+-------------+-----------------+
| 22410 | 3.02038e+06 |   470.057       |
+-------+-------------+-----------------+
| 22411 | 3.02216e+06 |   541.214       |
+-------+-------------+-----------------+
| 22412 | 3.02395e+06 |   347.06        |
+-------+-------------+-----------------+
| 22413 | 3.02573e+06 |   312.131       |
+-------+-------------+-----------------+
| 22414 | 3.02751e+06 |   284.837       |
+-------+-------------+-----------------+
| 22415 | 3.02929e+06 |   275.311       |
+-------+-------------+-----------------+
| 22416 | 3.0026e+06  |   248.9         |
+-------+-------------+-----------------+
| 22417 | 3.00438e+06 |   205.672       |
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| 22418 | 3.00616e+06 |   221.989       |
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| 22419 | 3.00794e+06 |   233.421       |
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| 22420 | 3.00972e+06 |   253.369       |
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| 22421 | 3.01151e+06 |   288.387       |
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| 22422 | 3.01329e+06 |   249.885       |
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| 22423 | 3.01507e+06 |   257.596       |
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| 22424 | 3.01685e+06 |   196.116       |
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| 22425 | 3.01863e+06 |   227.958       |
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| 22426 | 3.02042e+06 |   221.548       |
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| 22427 | 3.0222e+06  |   260.214       |
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| 22428 | 3.02398e+06 |   279.382       |
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| 22429 | 3.02576e+06 |   255.399       |
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| 22430 | 3.02754e+06 |   247.596       |
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| 22431 | 3.02933e+06 |   203.058       |
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| 22432 | 3.00263e+06 |   306.862       |
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| 22433 | 3.00441e+06 |   269.869       |
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| 22434 | 3.00619e+06 |   381.502       |
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| 22435 | 3.00798e+06 |   519.152       |
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| 22436 | 3.00976e+06 |   505.724       |
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| 22437 | 3.01154e+06 |   332.578       |
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| 22438 | 3.01332e+06 |   280.98        |
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| 22439 | 3.0151e+06  |   310.772       |
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| 22440 | 3.01688e+06 |   272.383       |
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| 22441 | 3.01867e+06 |   381.524       |
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| 22442 | 3.02045e+06 |   516.178       |
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| 22443 | 3.02223e+06 |   504.763       |
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| 22444 | 3.02401e+06 |   335.543       |
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| 22445 | 3.0258e+06  |   281.285       |
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| 22446 | 3.02758e+06 |   310.473       |
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| 22447 | 3.02936e+06 |   272.128       |
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| 22448 | 3.00266e+06 |   359.957       |
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| 22449 | 3.00444e+06 |   393.813       |
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| 22450 | 3.00623e+06 |   415.509       |
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| 22451 | 3.00801e+06 |   645.94        |
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| 22452 | 3.00979e+06 |   643.628       |
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| 22453 | 3.01157e+06 |   442.92        |
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| 22454 | 3.01335e+06 |   420.591       |
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| 22455 | 3.01514e+06 |   353.548       |
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| 22456 | 3.01692e+06 |   389.187       |
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| 22457 | 3.0187e+06  |   412.032       |
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| 22458 | 3.02048e+06 |   643.783       |
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| 22459 | 3.02226e+06 |   641.683       |
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| 22460 | 3.02405e+06 |   441.117       |
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| 22461 | 3.02583e+06 |   418.88        |
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| 22462 | 3.02761e+06 |   352.075       |
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| 22463 | 3.02939e+06 |   387.787       |
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| 22464 | 3.00091e+06 |     5.69929     |
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| 22465 | 3.0027e+06  |     4.88048     |
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| 22466 | 3.00448e+06 |     4.93868     |
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| 22467 | 3.00626e+06 |     6.228       |
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| 22468 | 3.00804e+06 |     2.61369     |
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| 22469 | 3.00982e+06 |     5.75234     |
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| 22470 | 3.01161e+06 |     4.99141     |
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| 22471 | 3.01339e+06 |     5.41726     |
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| 22472 | 3.01517e+06 |     4.55678     |
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| 22473 | 3.01695e+06 |     4.76266     |
+-------+-------------+-----------------+
| 22474 | 3.01873e+06 |     6.003       |
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| 22475 | 3.02052e+06 |     2.63971     |
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| 22476 | 3.0223e+06  |     5.46361     |
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| 22477 | 3.02408e+06 |     4.98848     |
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| 22478 | 3.02586e+06 |     5.38769     |
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| 22479 | 3.02764e+06 |     4.53093     |
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| 22480 | 3.00095e+06 |     0.921296    |
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| 22481 | 3.00273e+06 |     0.633344    |
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| 22482 | 3.00451e+06 |     1.06478     |
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| 22483 | 3.00629e+06 |     1.49066     |
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| 22484 | 3.00808e+06 |     1.60622     |
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| 22485 | 3.00986e+06 |     0.93505     |
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| 22486 | 3.01164e+06 |     1.09793     |
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| 22487 | 3.01342e+06 |     0.712366    |
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| 22488 | 3.0152e+06  |     0.650275    |
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| 22489 | 3.01698e+06 |     1.1281      |
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| 22490 | 3.01877e+06 |     1.41319     |
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| 22491 | 3.02055e+06 |     1.56804     |
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| 22492 | 3.02233e+06 |     0.875289    |
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| 22493 | 3.02411e+06 |     1.1737      |
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| 22494 | 3.0259e+06  |     0.732713    |
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| 22495 | 3.02768e+06 |     0.654742    |
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| 22496 | 3.00098e+06 |     2.84384     |
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| 22497 | 3.00276e+06 |     2.31874     |
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| 22498 | 3.00454e+06 |     2.82171     |
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| 22499 | 3.00633e+06 |     3.54992     |
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| 22500 | 3.00811e+06 |     3.67612     |
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| 22501 | 3.00989e+06 |     2.70456     |
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| 22502 | 3.01167e+06 |     2.91261     |
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| 22503 | 3.01345e+06 |     2.5814      |
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| 22504 | 3.01524e+06 |     2.65612     |
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| 22505 | 3.01702e+06 |     2.56225     |
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| 22506 | 3.0188e+06  |     3.79614     |
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| 22507 | 3.02058e+06 |     3.49015     |
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| 22508 | 3.02236e+06 |     2.88785     |
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| 22509 | 3.02415e+06 |     2.78043     |
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| 22510 | 3.02593e+06 |     2.71868     |
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| 22511 | 3.02771e+06 |     2.56325     |
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| 22512 | 3.00101e+06 |     1.99169     |
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| 22513 | 3.0028e+06  |     1.90757     |
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| 22514 | 3.00458e+06 |     1.33972     |
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| 22515 | 3.00636e+06 |     2.15889     |
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| 22516 | 3.00814e+06 |     3.23706     |
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| 22517 | 3.00992e+06 |     1.86187     |
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| 22518 | 3.0117e+06  |     1.25229     |
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| 22519 | 3.01349e+06 |     1.73608     |
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| 22520 | 3.01527e+06 |     1.82561     |
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| 22521 | 3.01705e+06 |     1.49219     |
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| 22522 | 3.01883e+06 |     2.06115     |
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| 22523 | 3.02062e+06 |     3.2293      |
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| 22524 | 3.0224e+06  |     1.74512     |
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| 22525 | 3.02418e+06 |     1.41656     |
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| 22526 | 3.02596e+06 |     1.80272     |
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| 22527 | 3.02774e+06 |     1.86191     |
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| 22528 | 3.00105e+06 |     0.636606    |
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| 22529 | 3.00283e+06 |     0.553011    |
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| 22530 | 3.00461e+06 |     0.672852    |
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| 22531 | 3.00639e+06 |     1.00588     |
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| 22532 | 3.00817e+06 |     1.12648     |
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| 22533 | 3.00996e+06 |     0.492293    |
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| 22534 | 3.01174e+06 |     0.812907    |
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| 22535 | 3.01352e+06 |     0.552896    |
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| 22536 | 3.0153e+06  |     0.585731    |
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| 22537 | 3.01708e+06 |     0.679911    |
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| 22538 | 3.01887e+06 |     1.01747     |
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| 22539 | 3.02065e+06 |     1.13662     |
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| 22540 | 3.02243e+06 |     0.502456    |
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| 22541 | 3.02421e+06 |     0.82289     |
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| 22542 | 3.02599e+06 |     0.562815    |
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| 22543 | 3.02778e+06 |     0.595602    |
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| 22544 | 3.00108e+06 |     1.07106     |
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| 22545 | 3.00286e+06 |     0.865192    |
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| 22546 | 3.00464e+06 |     1.24914     |
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| 22547 | 3.00642e+06 |     1.99729     |
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| 22548 | 3.00821e+06 |     1.19795     |
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| 22549 | 3.00999e+06 |     1.26017     |
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| 22550 | 3.01177e+06 |     0.905094    |
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| 22551 | 3.01355e+06 |     1.06307     |
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| 22552 | 3.01534e+06 |     0.844134    |
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| 22553 | 3.01712e+06 |     1.24381     |
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| 22554 | 3.0189e+06  |     1.94296     |
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| 22555 | 3.02068e+06 |     1.24765     |
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| 22556 | 3.02246e+06 |     1.20166     |
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| 22557 | 3.02424e+06 |     0.934764    |
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| 22558 | 3.02603e+06 |     1.06737     |
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| 22559 | 3.02781e+06 |     0.849281    |
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| 22560 | 3.00111e+06 |     1.01289     |
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| 22561 | 3.00289e+06 |     1.23458     |
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| 22562 | 3.00468e+06 |     0.943424    |
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| 22563 | 3.00646e+06 |     1.60868     |
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| 22564 | 3.00824e+06 |     1.36687     |
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| 22565 | 3.01002e+06 |     0.787831    |
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| 22566 | 3.0118e+06  |     0.868525    |
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| 22567 | 3.01359e+06 |     1.02853     |
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| 22568 | 3.01537e+06 |     1.23105     |
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| 22569 | 3.01715e+06 |     0.931266    |
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| 22570 | 3.01893e+06 |     1.59343     |
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| 22571 | 3.02071e+06 |     1.35038     |
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| 22572 | 3.0225e+06  |     0.770832    |
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| 22573 | 3.02428e+06 |     0.851348    |
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| 22574 | 3.02606e+06 |     1.01128     |
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| 22575 | 3.02784e+06 |     1.21377     |
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| 22576 | 3.00114e+06 |     1.087       |
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| 22577 | 3.00293e+06 |     0.81393     |
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| 22578 | 3.00471e+06 |     1.12959     |
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| 22579 | 3.00649e+06 |     1.64729     |
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| 22580 | 3.00827e+06 |     1.7175      |
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| 22581 | 3.01006e+06 |     1.29982     |
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| 22582 | 3.01184e+06 |     0.906787    |
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| 22583 | 3.01362e+06 |     1.04281     |
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| 22584 | 3.0154e+06  |     0.846593    |
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| 22585 | 3.01718e+06 |     1.14777     |
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| 22586 | 3.01896e+06 |     1.66731     |
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| 22587 | 3.02075e+06 |     1.73714     |
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| 22588 | 3.02253e+06 |     1.31951     |
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| 22589 | 3.02431e+06 |     0.926464    |
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| 22590 | 3.02609e+06 |     1.06249     |
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| 22591 | 3.02788e+06 |     0.866271    |
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| 22592 | 3.00118e+06 |     2.16023     |
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| 22593 | 3.00296e+06 |     2.60679     |
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| 22594 | 3.00474e+06 |     2.66739     |
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| 22595 | 3.00652e+06 |     3.51519     |
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| 22596 | 3.00831e+06 |     4.21997     |
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| 22597 | 3.01009e+06 |     2.05984     |
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| 22598 | 3.01187e+06 |     2.5826      |
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| 22599 | 3.01365e+06 |     2.14929     |
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| 22600 | 3.01543e+06 |     2.59942     |
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| 22601 | 3.01722e+06 |     2.66184     |
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| 22602 | 3.019e+06   |     3.50795     |
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| 22603 | 3.02078e+06 |     4.21357     |
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| 22604 | 3.02256e+06 |     2.05269     |
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| 22605 | 3.02434e+06 |     2.57647     |
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| 22606 | 3.02613e+06 |     2.14236     |
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| 22607 | 3.02791e+06 |     2.59312     |
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| 22608 | 3.00121e+06 |     3.86399     |
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| 22609 | 3.00299e+06 |     3.75706     |
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| 22610 | 3.00478e+06 |     2.90797     |
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| 22611 | 3.00656e+06 |     4.62606     |
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| 22612 | 3.00834e+06 |     6.40967     |
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| 22613 | 3.01012e+06 |     4.13167     |
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| 22614 | 3.0119e+06  |     3.62362     |
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| 22615 | 3.01368e+06 |     3.55934     |
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| 22616 | 3.01547e+06 |     3.4963      |
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| 22617 | 3.01725e+06 |     2.80434     |
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| 22618 | 3.01903e+06 |     4.59538     |
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| 22619 | 3.02081e+06 |     6.40639     |
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| 22620 | 3.0226e+06  |     4.13122     |
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| 22621 | 3.02438e+06 |     3.62662     |
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| 22622 | 3.02616e+06 |     3.56571     |
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| 22623 | 3.02794e+06 |     3.50269     |
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| 22624 | 3.00124e+06 |     1.4735      |
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| 22625 | 3.00303e+06 |     1.52159     |
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| 22626 | 3.00481e+06 |     1.59004     |
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| 22627 | 3.00659e+06 |     2.19853     |
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| 22628 | 3.00837e+06 |     2.20459     |
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| 22629 | 3.01015e+06 |     1.51176     |
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| 22630 | 3.01194e+06 |     1.16064     |
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| 22631 | 3.01372e+06 |     1.46759     |
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| 22632 | 3.0155e+06  |     1.49491     |
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| 22633 | 3.01728e+06 |     1.80968     |
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| 22634 | 3.01906e+06 |     2.12772     |
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| 22635 | 3.02085e+06 |     2.32456     |
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| 22636 | 3.02263e+06 |     1.48177     |
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| 22637 | 3.02441e+06 |     1.30244     |
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| 22638 | 3.02619e+06 |     1.504       |
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| 22639 | 3.02797e+06 |     1.53336     |
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| 22640 | 3.00128e+06 |     8.6148      |
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| 22641 | 3.00306e+06 |    10.049       |
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| 22642 | 3.00484e+06 |    10.2972      |
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| 22643 | 3.00662e+06 |    12.1734      |
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| 22644 | 3.0084e+06  |    12.3778      |
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| 22645 | 3.01019e+06 |     7.94438     |
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| 22646 | 3.01197e+06 |     9.79921     |
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| 22647 | 3.01375e+06 |     9.09506     |
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| 22648 | 3.01553e+06 |     9.56952     |
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| 22649 | 3.01732e+06 |    10.3842      |
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| 22650 | 3.0191e+06  |    12.2087      |
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| 22651 | 3.02088e+06 |    12.381       |
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| 22652 | 3.02266e+06 |     7.95908     |
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| 22653 | 3.02444e+06 |     9.81321     |
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| 22654 | 3.02622e+06 |     9.10867     |
+-------+-------------+-----------------+
| 22655 | 3.02801e+06 |     9.58339     |
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| 22656 | 3.00131e+06 |     3.9771      |
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| 22657 | 3.00309e+06 |     3.8308      |
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| 22658 | 3.00487e+06 |     3.67597     |
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| 22659 | 3.00666e+06 |     6.69484     |
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| 22660 | 3.00844e+06 |     7.10494     |
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| 22661 | 3.01022e+06 |     3.93694     |
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| 22662 | 3.012e+06   |     4.13528     |
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| 22663 | 3.01378e+06 |     3.99743     |
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| 22664 | 3.01557e+06 |     4.07981     |
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| 22665 | 3.01735e+06 |     3.73253     |
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| 22666 | 3.01913e+06 |     6.73846     |
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| 22667 | 3.02091e+06 |     7.13483     |
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| 22668 | 3.02269e+06 |     3.96421     |
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| 22669 | 3.02448e+06 |     4.16122     |
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| 22670 | 3.02626e+06 |     4.02313     |
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| 22671 | 3.02804e+06 |     4.10538     |
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| 22672 | 3.00134e+06 |     2.77822     |
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| 22673 | 3.00312e+06 |     2.46596     |
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| 22674 | 3.00491e+06 |     2.38065     |
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| 22675 | 3.00669e+06 |     3.97179     |
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| 22676 | 3.00847e+06 |     4.4381      |
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| 22677 | 3.01025e+06 |     2.00164     |
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| 22678 | 3.01204e+06 |     2.76476     |
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| 22679 | 3.01382e+06 |     2.9792      |
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| 22680 | 3.0156e+06  |     2.37171     |
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| 22681 | 3.01738e+06 |     2.40178     |
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| 22682 | 3.01916e+06 |     3.94646     |
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| 22683 | 3.02094e+06 |     4.4317      |
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| 22684 | 3.02273e+06 |     1.98747     |
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| 22685 | 3.02451e+06 |     2.7538      |
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| 22686 | 3.02629e+06 |     2.96692     |
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| 22687 | 3.02807e+06 |     2.35998     |
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| 22688 | 3.00138e+06 |     1.52171     |
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| 22689 | 3.00316e+06 |     1.59374     |
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| 22690 | 3.00494e+06 |     1.18757     |
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| 22691 | 3.00672e+06 |     1.8497      |
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| 22692 | 3.0085e+06  |     1.66635     |
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| 22693 | 3.01029e+06 |     1.46492     |
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| 22694 | 3.01207e+06 |     1.35533     |
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| 22695 | 3.01385e+06 |     1.56046     |
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| 22696 | 3.01563e+06 |     1.66988     |
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| 22697 | 3.01741e+06 |     1.24849     |
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| 22698 | 3.0192e+06  |     1.78862     |
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| 22699 | 3.02098e+06 |     1.60994     |
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| 22700 | 3.02276e+06 |     1.49935     |
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| 22701 | 3.02454e+06 |     1.45671     |
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| 22702 | 3.02632e+06 |     1.58675     |
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| 22703 | 3.02811e+06 |     1.69913     |
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| 22704 | 3.00141e+06 |     4.06771     |
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| 22705 | 3.00319e+06 |     3.62805     |
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| 22706 | 3.00497e+06 |     4.04152     |
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| 22707 | 3.00676e+06 |     5.01033     |
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| 22708 | 3.00854e+06 |     4.59409     |
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| 22709 | 3.01032e+06 |     4.29222     |
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| 22710 | 3.0121e+06  |     4.16453     |
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| 22711 | 3.01388e+06 |     4.32712     |
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| 22712 | 3.01566e+06 |     3.75112     |
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| 22713 | 3.01745e+06 |     4.07903     |
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| 22714 | 3.01923e+06 |     5.04452     |
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| 22715 | 3.02101e+06 |     4.63484     |
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| 22716 | 3.02279e+06 |     4.33417     |
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| 22717 | 3.02458e+06 |     4.20619     |
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| 22718 | 3.02636e+06 |     4.36861     |
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| 22719 | 3.02814e+06 |     3.79261     |
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| 22720 | 3.00144e+06 |    18.7311      |
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| 22721 | 3.00322e+06 |    15.97        |
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| 22722 | 3.00501e+06 |    17.1334      |
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| 22723 | 3.00679e+06 |    21.7826      |
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| 22724 | 3.00857e+06 |    18.7323      |
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| 22725 | 3.01035e+06 |    17.4729      |
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| 22726 | 3.01213e+06 |    17.4589      |
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| 22727 | 3.01392e+06 |    17.6701      |
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| 22728 | 3.0157e+06  |    16.1317      |
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| 22729 | 3.01748e+06 |    16.6736      |
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| 22730 | 3.01926e+06 |    20.9905      |
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| 22731 | 3.02104e+06 |    18.2318      |
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| 22732 | 3.02283e+06 |    17.6486      |
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| 22733 | 3.02461e+06 |    17.8516      |
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| 22734 | 3.02639e+06 |    17.7524      |
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| 22735 | 3.02817e+06 |    16.0953      |
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| 22736 | 3.00148e+06 |     5.19869     |
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| 22737 | 3.00326e+06 |     5.04501     |
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| 22738 | 3.00504e+06 |     6.39045     |
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| 22739 | 3.00682e+06 |     6.17822     |
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| 22740 | 3.0086e+06  |     5.14663     |
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| 22741 | 3.01038e+06 |     4.52388     |
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| 22742 | 3.01217e+06 |     4.01446     |
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| 22743 | 3.01395e+06 |     5.26644     |
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| 22744 | 3.01573e+06 |     5.27684     |
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| 22745 | 3.01751e+06 |     6.38394     |
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| 22746 | 3.0193e+06  |     6.24614     |
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| 22747 | 3.02108e+06 |     5.17557     |
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| 22748 | 3.02286e+06 |     4.57151     |
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| 22749 | 3.02464e+06 |     4.05614     |
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| 22750 | 3.02642e+06 |     5.30697     |
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| 22751 | 3.0282e+06  |     5.31588     |
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| 22752 | 3.00151e+06 |     2.58043     |
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| 22753 | 3.00329e+06 |     2.6469      |
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| 22754 | 3.00507e+06 |     2.86888     |
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| 22755 | 3.00685e+06 |     3.89952     |
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| 22756 | 3.00864e+06 |     3.59494     |
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| 22757 | 3.01042e+06 |     2.73542     |
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| 22758 | 3.0122e+06  |     2.79809     |
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| 22759 | 3.01398e+06 |     2.66483     |
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| 22760 | 3.01576e+06 |     2.62642     |
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| 22761 | 3.01755e+06 |     2.86429     |
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| 22762 | 3.01933e+06 |     3.90475     |
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| 22763 | 3.02111e+06 |     3.59606     |
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| 22764 | 3.02289e+06 |     2.73573     |
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| 22765 | 3.02467e+06 |     2.79902     |
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| 22766 | 3.02646e+06 |     2.66556     |
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| 22767 | 3.02824e+06 |     2.6271      |
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| 22768 | 3.00154e+06 |    11.2287      |
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| 22769 | 3.00332e+06 |     9.18856     |
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| 22770 | 3.0051e+06  |     7.85667     |
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| 22771 | 3.00689e+06 |    13.9001      |
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| 22772 | 3.00867e+06 |    13.5487      |
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| 22773 | 3.01045e+06 |     9.87898     |
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| 22774 | 3.01223e+06 |     7.41938     |
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| 22775 | 3.01402e+06 |     8.64431     |
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| 22776 | 3.0158e+06  |     8.61288     |
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| 22777 | 3.01758e+06 |    10.27        |
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| 22778 | 3.01936e+06 |    11.9172      |
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| 22779 | 3.02114e+06 |    12.4677      |
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| 22780 | 3.02292e+06 |     9.64046     |
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| 22781 | 3.02471e+06 |     8.50043     |
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| 22782 | 3.02649e+06 |     9.36868     |
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| 22783 | 3.02827e+06 |     8.711       |
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| 22784 | 3.00157e+06 |     4.94146     |
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| 22785 | 3.00336e+06 |     5.10525     |
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| 22786 | 3.00514e+06 |     4.81362     |
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| 22787 | 3.00692e+06 |     8.15554     |
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| 22788 | 3.0087e+06  |     7.59966     |
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| 22789 | 3.01048e+06 |     5.05844     |
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| 22790 | 3.01227e+06 |     4.72704     |
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| 22791 | 3.01405e+06 |     5.18774     |
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| 22792 | 3.01583e+06 |     5.23531     |
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| 22793 | 3.01761e+06 |     4.89881     |
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| 22794 | 3.01939e+06 |     8.19546     |
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| 22795 | 3.02118e+06 |     7.6318      |
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| 22798 | 3.02652e+06 |     5.20787     |
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| 22799 | 3.0283e+06  |     5.25461     |
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| 22801 | 3.00339e+06 |     4.57638     |
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| 22804 | 3.00874e+06 |     6.86096     |
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| 22807 | 3.01408e+06 |     4.77385     |
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| 22808 | 3.01586e+06 |     4.0704      |
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| 22810 | 3.01943e+06 |     6.132       |
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| 22811 | 3.02121e+06 |     6.68336     |
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| 22812 | 3.02299e+06 |     4.34454     |
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| 22813 | 3.02477e+06 |     4.86289     |
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| 22814 | 3.02656e+06 |     4.69437     |
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| 22815 | 3.02834e+06 |     4.0048      |
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| 22816 | 3.00164e+06 |    19.5937      |
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| 22817 | 3.00342e+06 |    16.5932      |
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| 22818 | 3.0052e+06  |    20.6692      |
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| 22819 | 3.00699e+06 |    28.7557      |
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| 22820 | 3.00877e+06 |    27.0849      |
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| 22821 | 3.01055e+06 |    18.8785      |
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| 22822 | 3.01233e+06 |    18.8628      |
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| 22823 | 3.01411e+06 |    19.1705      |
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| 22824 | 3.0159e+06  |    17.4835      |
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| 22825 | 3.01768e+06 |    21.4092      |
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| 22826 | 3.01946e+06 |    28.1772      |
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| 22827 | 3.02124e+06 |    26.3121      |
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| 22828 | 3.02302e+06 |    18.4658      |
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| 22829 | 3.02481e+06 |    18.4078      |
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| 22830 | 3.02659e+06 |    19.1729      |
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| 22831 | 3.02837e+06 |    17.382       |
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| 22832 | 3.00167e+06 |     2.16698     |
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| 22833 | 3.00346e+06 |     2.17679     |
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| 22834 | 3.00524e+06 |     2.99448     |
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| 22835 | 3.00702e+06 |     2.81471     |
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| 22836 | 3.0088e+06  |     2.13004     |
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| 22837 | 3.01058e+06 |     2.34197     |
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| 22838 | 3.01236e+06 |     1.91834     |
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| 22839 | 3.01415e+06 |     1.99175     |
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| 22840 | 3.01593e+06 |     2.13205     |
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| 22841 | 3.01771e+06 |     3.01451     |
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| 22842 | 3.01949e+06 |     2.83853     |
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| 22843 | 3.02128e+06 |     2.0747      |
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| 22844 | 3.02306e+06 |     2.33973     |
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| 22845 | 3.02484e+06 |     1.93639     |
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| 22846 | 3.02662e+06 |     2.0085      |
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| 22847 | 3.0284e+06  |     2.13722     |
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| 22848 | 3.00171e+06 |     5.00473     |
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| 22849 | 3.00349e+06 |     4.10506     |
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| 22850 | 3.00527e+06 |     4.25641     |
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| 22851 | 3.00705e+06 |     5.88659     |
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| 22852 | 3.00883e+06 |     4.99718     |
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| 22853 | 3.01062e+06 |     4.29682     |
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| 22854 | 3.0124e+06  |     4.30498     |
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| 22855 | 3.01418e+06 |     4.7193      |
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| 22856 | 3.01596e+06 |     4.13633     |
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| 22857 | 3.01774e+06 |     4.64771     |
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| 22858 | 3.01953e+06 |     5.98537     |
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| 22859 | 3.02131e+06 |     5.04196     |
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| 22860 | 3.02309e+06 |     4.2816      |
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| 22861 | 3.02487e+06 |     4.23145     |
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| 22862 | 3.02665e+06 |     4.75325     |
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| 22863 | 3.02844e+06 |     4.14238     |
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| 22864 | 3.00174e+06 |     0.609118    |
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| 22865 | 3.00352e+06 |     0.445777    |
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| 22866 | 3.0053e+06  |     0.598345    |
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| 22867 | 3.00708e+06 |     0.786728    |
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| 22868 | 3.00887e+06 |     0.737312    |
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| 22869 | 3.01065e+06 |     0.509343    |
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| 22870 | 3.01243e+06 |     0.72299     |
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| 22871 | 3.01421e+06 |     0.635591    |
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| 22872 | 3.016e+06   |     0.451678    |
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| 22873 | 3.01778e+06 |     0.610091    |
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| 22874 | 3.01956e+06 |     0.796658    |
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| 22875 | 3.02134e+06 |     0.747788    |
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| 22876 | 3.02312e+06 |     0.519652    |
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| 22877 | 3.0249e+06  |     0.73335     |
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| 22878 | 3.02669e+06 |     0.645936    |
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| 22879 | 3.02847e+06 |     0.462028    |
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| 22880 | 3.00177e+06 |     2.30797     |
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| 22881 | 3.00355e+06 |     2.0559      |
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| 22882 | 3.00534e+06 |     2.24975     |
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| 22883 | 3.00712e+06 |     2.50592     |
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| 22884 | 3.0089e+06  |     3.49634     |
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| 22885 | 3.01068e+06 |     2.10465     |
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| 22886 | 3.01246e+06 |     2.17656     |
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| 22887 | 3.01425e+06 |     2.25941     |
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| 22888 | 3.01603e+06 |     2.19241     |
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| 22889 | 3.01781e+06 |     2.33556     |
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| 22890 | 3.01959e+06 |     2.54967     |
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| 22891 | 3.02137e+06 |     3.52264     |
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| 22892 | 3.02316e+06 |     2.12552     |
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| 22893 | 3.02494e+06 |     2.1961      |
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| 22894 | 3.02672e+06 |     2.27871     |
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| 22895 | 3.0285e+06  |     2.2117      |
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| 22896 | 3.0018e+06  |     3.58772     |
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| 22897 | 3.00359e+06 |     3.88195     |
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| 22898 | 3.00537e+06 |     4.24677     |
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| 22899 | 3.00715e+06 |     5.24933     |
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| 22900 | 3.00893e+06 |     4.21694     |
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| 22901 | 3.01072e+06 |     3.93355     |
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| 22902 | 3.0125e+06  |     3.53269     |
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| 22903 | 3.01428e+06 |     3.15879     |
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| 22904 | 3.01606e+06 |     3.49262     |
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| 22905 | 3.01784e+06 |     4.15149     |
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| 22906 | 3.01962e+06 |     4.73645     |
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| 22907 | 3.02141e+06 |     4.18329     |
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| 22908 | 3.02319e+06 |     4.30751     |
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| 22909 | 3.02497e+06 |     3.71341     |
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| 22910 | 3.02675e+06 |     3.28056     |
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| 22911 | 3.02854e+06 |     3.60682     |
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| 22912 | 3.00184e+06 |     1.06145     |
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| 22913 | 3.00362e+06 |     0.843736    |
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| 22914 | 3.0054e+06  |     1.10793     |
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| 22915 | 3.00718e+06 |     1.133       |
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| 22916 | 3.00897e+06 |     1.15698     |
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| 22917 | 3.01075e+06 |     1.09254     |
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| 22918 | 3.01253e+06 |     1.38528     |
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| 22919 | 3.01431e+06 |     0.890446    |
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| 22920 | 3.01609e+06 |     1.0072      |
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| 22921 | 3.01788e+06 |     0.962998    |
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| 22922 | 3.01966e+06 |     1.25935     |
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| 22923 | 3.02144e+06 |     1.04492     |
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| 22924 | 3.02322e+06 |     1.18999     |
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| 22925 | 3.025e+06   |     1.29863     |
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| 22926 | 3.02679e+06 |     0.965585    |
+-------+-------------+-----------------+
| 22927 | 3.02857e+06 |     0.940148    |
+-------+-------------+-----------------+
| 22928 | 3.00187e+06 |     3.32388     |
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| 22929 | 3.00365e+06 |     3.39132     |
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| 22930 | 3.00544e+06 |     3.80956     |
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| 22931 | 3.00722e+06 |     3.89519     |
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| 22932 | 3.009e+06   |     3.83885     |
+-------+-------------+-----------------+
| 22933 | 3.01078e+06 |     3.65067     |
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| 22934 | 3.01256e+06 |     4.04942     |
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| 22935 | 3.01434e+06 |     3.58527     |
+-------+-------------+-----------------+
| 22936 | 3.01613e+06 |     3.76332     |
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| 22937 | 3.01791e+06 |     3.81662     |
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| 22938 | 3.01969e+06 |     3.88989     |
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| 22939 | 3.02147e+06 |     3.88178     |
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| 22940 | 3.02326e+06 |     3.69495     |
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| 22941 | 3.02504e+06 |     4.08734     |
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| 22942 | 3.02682e+06 |     3.62301     |
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| 22943 | 3.0286e+06  |     3.80189     |
+-------+-------------+-----------------+
| 22944 | 3.0019e+06  |    13.9498      |
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| 22945 | 3.00369e+06 |    12.5508      |
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| 22946 | 3.00547e+06 |    12.4246      |
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| 22947 | 3.00725e+06 |    13.5736      |
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| 22948 | 3.00903e+06 |    11.6931      |
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| 22949 | 3.01081e+06 |    13.1692      |
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| 22950 | 3.0126e+06  |    10.3042      |
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| 22951 | 3.01438e+06 |    14.1887      |
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| 22952 | 3.01616e+06 |    12.7215      |
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| 22953 | 3.01794e+06 |    12.4162      |
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| 22954 | 3.01972e+06 |    13.6172      |
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| 22955 | 3.02151e+06 |    11.7434      |
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| 22956 | 3.02329e+06 |    13.2127      |
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| 22957 | 3.02507e+06 |    10.3486      |
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| 22958 | 3.02685e+06 |    14.2333      |
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| 22959 | 3.02863e+06 |    12.7659      |
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| 22960 | 3.00194e+06 |     8.48391     |
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| 22961 | 3.00372e+06 |     6.93358     |
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| 22962 | 3.0055e+06  |     8.30622     |
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| 22963 | 3.00728e+06 |    12.3465      |
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| 22964 | 3.00906e+06 |    10.2113      |
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| 22965 | 3.01085e+06 |     7.26084     |
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| 22966 | 3.01263e+06 |     7.46577     |
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| 22967 | 3.01441e+06 |     8.86747     |
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| 22968 | 3.01619e+06 |     7.41271     |
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| 22969 | 3.01798e+06 |     8.46548     |
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| 22970 | 3.01976e+06 |    12.3795      |
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| 22971 | 3.02154e+06 |    10.2309      |
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| 22972 | 3.02332e+06 |     7.28847     |
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| 22973 | 3.0251e+06  |     7.49768     |
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| 22974 | 3.02688e+06 |     8.90006     |
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| 22975 | 3.02867e+06 |     7.44513     |
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| 22976 | 3.00197e+06 |     7.1464      |
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| 22977 | 3.00375e+06 |     7.7622      |
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| 22978 | 3.00553e+06 |     6.95651     |
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| 22979 | 3.00732e+06 |    10.1157      |
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| 22980 | 3.0091e+06  |     9.76723     |
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| 22981 | 3.01088e+06 |     6.97815     |
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| 22982 | 3.01266e+06 |     7.53533     |
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| 22983 | 3.01444e+06 |     7.05496     |
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| 22984 | 3.01623e+06 |     7.64388     |
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| 22985 | 3.01801e+06 |     6.92107     |
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| 22986 | 3.01979e+06 |    10.1378      |
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| 22987 | 3.02157e+06 |     9.81538     |
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| 22988 | 3.02335e+06 |     7.0258      |
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| 22989 | 3.02514e+06 |     7.58774     |
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| 22990 | 3.02692e+06 |     7.10472     |
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| 22991 | 3.0287e+06  |     7.69391     |
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| 22992 | 3.002e+06   |     6.48293     |
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| 22993 | 3.00378e+06 |     6.06683     |
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| 22994 | 3.00557e+06 |     6.70431     |
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| 22995 | 3.00735e+06 |     9.92856     |
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| 22996 | 3.00913e+06 |    10.4503      |
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| 22997 | 3.01091e+06 |     7.43948     |
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| 22998 | 3.0127e+06  |     4.99444     |
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| 22999 | 3.01448e+06 |     6.25772     |
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| 23000 | 3.01626e+06 |     5.92575     |
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| 23001 | 3.01804e+06 |     6.59097     |
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| 23002 | 3.01982e+06 |     9.81249     |
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| 23003 | 3.0216e+06  |    10.3354      |
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| 23004 | 3.02339e+06 |     7.32431     |
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| 23005 | 3.02517e+06 |     4.87932     |
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| 23006 | 3.02695e+06 |     6.14262     |
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| 23007 | 3.02873e+06 |     5.81066     |
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| 23008 | 3.00204e+06 |     3.69263     |
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| 23009 | 3.00382e+06 |     3.48125     |
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| 23010 | 3.0056e+06  |     4.09141     |
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| 23011 | 3.00738e+06 |     4.41955     |
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| 23012 | 3.00916e+06 |     5.12798     |
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| 23013 | 3.01095e+06 |     3.33503     |
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| 23014 | 3.01273e+06 |     3.11138     |
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| 23015 | 3.01451e+06 |     3.66437     |
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| 23016 | 3.01629e+06 |     3.64293     |
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| 23017 | 3.01807e+06 |     4.15218     |
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| 23018 | 3.01986e+06 |     4.57448     |
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| 23019 | 3.02164e+06 |     4.58003     |
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| 23020 | 3.02342e+06 |     3.57661     |
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| 23021 | 3.0252e+06  |     3.09457     |
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| 23022 | 3.02698e+06 |     3.83274     |
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| 23023 | 3.02877e+06 |     3.52755     |
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| 23024 | 3.00207e+06 |    14.619       |
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| 23025 | 3.00385e+06 |    12.0809      |
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| 23026 | 3.00563e+06 |    14.2862      |
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| 23027 | 3.00742e+06 |    16.597       |
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| 23028 | 3.0092e+06  |    17.6807      |
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| 23029 | 3.01098e+06 |    13.4044      |
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| 23030 | 3.01276e+06 |    12.556       |
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| 23031 | 3.01454e+06 |    13.9147      |
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| 23032 | 3.01632e+06 |    12.0547      |
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| 23033 | 3.01811e+06 |    14.1783      |
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| 23034 | 3.01989e+06 |    16.5966      |
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| 23035 | 3.02167e+06 |    17.7873      |
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| 23036 | 3.02345e+06 |    13.5074      |
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| 23037 | 3.02524e+06 |    12.4494      |
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| 23038 | 3.02702e+06 |    14.0147      |
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| 23039 | 3.0288e+06  |    12.1864      |
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| 23040 | 3.0021e+06  |    11.2691      |
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| 23041 | 3.00388e+06 |     8.78523     |
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| 23042 | 3.00567e+06 |     9.28223     |
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| 23043 | 3.00745e+06 |    12.5562      |
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| 23044 | 3.00923e+06 |    11.3385      |
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| 23045 | 3.01101e+06 |     9.56237     |
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| 23046 | 3.01279e+06 |     9.54551     |
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| 23047 | 3.01458e+06 |    11.054       |
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| 23048 | 3.01636e+06 |     8.90034     |
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| 23049 | 3.01814e+06 |     9.41133     |
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| 23050 | 3.01992e+06 |    12.6591      |
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| 23051 | 3.0217e+06  |    11.4346      |
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| 23052 | 3.02349e+06 |     9.65825     |
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| 23053 | 3.02527e+06 |     9.63945     |
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| 23054 | 3.02705e+06 |    11.141       |
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| 23055 | 3.02883e+06 |     8.98518     |
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| 23056 | 3.00214e+06 |     3.40933     |
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| 23057 | 3.00392e+06 |     3.1899      |
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| 23058 | 3.0057e+06  |     3.62354     |
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| 23059 | 3.00748e+06 |     4.49425     |
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| 23060 | 3.00926e+06 |     4.94814     |
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| 23061 | 3.01104e+06 |     3.80734     |
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| 23062 | 3.01283e+06 |     3.77756     |
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| 23063 | 3.01461e+06 |     3.4829      |
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| 23064 | 3.01639e+06 |     3.22249     |
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| 23065 | 3.01817e+06 |     3.65949     |
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| 23066 | 3.01996e+06 |     4.53045     |
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| 23067 | 3.02174e+06 |     4.98591     |
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| 23068 | 3.02352e+06 |     3.84637     |
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| 23069 | 3.0253e+06  |     3.81486     |
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| 23070 | 3.02708e+06 |     3.51905     |
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| 23071 | 3.02886e+06 |     3.2587      |
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| 23072 | 3.00217e+06 |    37.7015      |
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| 23073 | 3.00395e+06 |    37.6594      |
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| 23074 | 3.00573e+06 |    39.4138      |
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| 23075 | 3.00751e+06 |    63.4142      |
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| 23076 | 3.0093e+06  |    61.124       |
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| 23077 | 3.01108e+06 |    34.1313      |
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| 23078 | 3.01286e+06 |    35.7172      |
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| 23079 | 3.01464e+06 |    38.0704      |
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| 23080 | 3.01642e+06 |    37.8284      |
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| 23081 | 3.01821e+06 |    39.6808      |
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| 23082 | 3.01999e+06 |    63.477       |
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| 23083 | 3.02177e+06 |    61.2427      |
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| 23084 | 3.02355e+06 |    34.3262      |
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| 23085 | 3.02533e+06 |    35.895       |
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| 23086 | 3.02712e+06 |    38.2392      |
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| 23087 | 3.0289e+06  |    37.9985      |
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| 23088 | 3.0022e+06  |    23.8772      |
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| 23089 | 3.00398e+06 |    23.953       |
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| 23090 | 3.00576e+06 |    29.2229      |
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| 23091 | 3.00755e+06 |    38.6         |
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| 23092 | 3.00933e+06 |    42.0357      |
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| 23093 | 3.01111e+06 |    22.3492      |
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| 23094 | 3.01289e+06 |    23.4246      |
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| 23095 | 3.01468e+06 |    23.8565      |
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| 23096 | 3.01646e+06 |    23.9074      |
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| 23097 | 3.01824e+06 |    29.2549      |
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| 23098 | 3.02002e+06 |    38.6717      |
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| 23099 | 3.0218e+06  |    42.1185      |
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| 23100 | 3.02358e+06 |    22.433       |
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| 23101 | 3.02537e+06 |    23.5079      |
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| 23102 | 3.02715e+06 |    23.9395      |
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| 23103 | 3.02893e+06 |    23.9902      |
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| 23104 | 3.00223e+06 |    22.4836      |
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| 23105 | 3.00402e+06 |    22.1938      |
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| 23106 | 3.0058e+06  |    23.616       |
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| 23107 | 3.00758e+06 |    38.2348      |
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| 23108 | 3.00936e+06 |    37.4845      |
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| 23109 | 3.01114e+06 |    18.5252      |
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| 23110 | 3.01293e+06 |    20.0932      |
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| 23111 | 3.01471e+06 |    22.4038      |
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| 23112 | 3.01649e+06 |    22.2713      |
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| 23113 | 3.01827e+06 |    23.639       |
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| 23114 | 3.02005e+06 |    38.3442      |
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| 23115 | 3.02184e+06 |    37.567       |
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| 23116 | 3.02362e+06 |    18.6022      |
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| 23117 | 3.0254e+06  |    20.1664      |
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| 23118 | 3.02718e+06 |    22.4732      |
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| 23119 | 3.02896e+06 |    22.3416      |
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| 23120 | 3.00227e+06 |    23.2773      |
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| 23121 | 3.00405e+06 |    23.4435      |
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| 23122 | 3.00583e+06 |    25.0883      |
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| 23123 | 3.00761e+06 |    36.7664      |
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| 23124 | 3.0094e+06  |    40.4945      |
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| 23125 | 3.01118e+06 |    20.5513      |
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| 23126 | 3.01296e+06 |    21.3431      |
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| 23127 | 3.01474e+06 |    22.9131      |
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| 23128 | 3.01652e+06 |    23.2446      |
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| 23129 | 3.0183e+06  |    24.7337      |
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| 23130 | 3.02009e+06 |    37.1373      |
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| 23131 | 3.02187e+06 |    39.6166      |
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| 23132 | 3.02365e+06 |    20.6574      |
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| 23133 | 3.02543e+06 |    20.9754      |
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| 23134 | 3.02722e+06 |    22.9954      |
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| 23135 | 3.029e+06   |    22.945       |
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| 23136 | 3.0023e+06  |    15.7908      |
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| 23137 | 3.00408e+06 |    17.0511      |
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| 23138 | 3.00586e+06 |    19.5848      |
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| 23139 | 3.00765e+06 |    28.9705      |
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| 23140 | 3.00943e+06 |    31.9175      |
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| 23141 | 3.01121e+06 |    17.0832      |
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| 23142 | 3.01299e+06 |    16.2999      |
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| 23143 | 3.01477e+06 |    15.1832      |
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| 23144 | 3.01656e+06 |    17.3368      |
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| 23145 | 3.01834e+06 |    19.8326      |
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| 23146 | 3.02012e+06 |    29.1754      |
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| 23147 | 3.0219e+06  |    31.9748      |
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| 23148 | 3.02368e+06 |    17.1125      |
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| 23149 | 3.02547e+06 |    16.2778      |
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| 23150 | 3.02725e+06 |    15.1855      |
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| 23151 | 3.02903e+06 |    17.3467      |
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| 23152 | 3.00233e+06 |    19.8435      |
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| 23153 | 3.00412e+06 |    17.7404      |
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| 23154 | 3.0059e+06  |    22.7203      |
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| 23155 | 3.00768e+06 |    27.1846      |
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| 23156 | 3.00946e+06 |    27.4238      |
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| 23157 | 3.01124e+06 |    20.1891      |
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| 23158 | 3.01302e+06 |    17.9058      |
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| 23159 | 3.01481e+06 |    19.2454      |
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| 23160 | 3.01659e+06 |    18.0498      |
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| 23161 | 3.01837e+06 |    22.4471      |
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| 23162 | 3.02015e+06 |    27.2323      |
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| 23163 | 3.02194e+06 |    27.31        |
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| 23164 | 3.02372e+06 |    20.1994      |
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| 23165 | 3.0255e+06  |    17.805       |
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| 23166 | 3.02728e+06 |    19.199       |
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| 23167 | 3.02906e+06 |    17.979       |
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| 23168 | 3.00237e+06 |     3.6064      |
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| 23169 | 3.00415e+06 |     3.43463     |
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| 23170 | 3.00593e+06 |     4.25788     |
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| 23171 | 3.00771e+06 |     4.76132     |
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| 23172 | 3.00949e+06 |     5.21438     |
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| 23173 | 3.01128e+06 |     3.25035     |
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| 23174 | 3.01306e+06 |     4.11359     |
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| 23175 | 3.01484e+06 |     3.45263     |
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| 23176 | 3.01662e+06 |     3.34064     |
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| 23177 | 3.0184e+06  |     4.21403     |
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| 23178 | 3.02019e+06 |     4.71293     |
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| 23179 | 3.02197e+06 |     5.17747     |
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| 23180 | 3.02375e+06 |     3.21431     |
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| 23181 | 3.02553e+06 |     4.09442     |
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| 23182 | 3.02731e+06 |     3.43306     |
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| 23183 | 3.0291e+06  |     3.32186     |
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| 23184 | 3.0024e+06  |    10.9979      |
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| 23185 | 3.00418e+06 |    10.9233      |
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| 23186 | 3.00596e+06 |    12.2341      |
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| 23187 | 3.00774e+06 |    18.8193      |
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| 23188 | 3.00953e+06 |    18.9168      |
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| 23189 | 3.01131e+06 |    11.8348      |
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| 23190 | 3.01309e+06 |    11.0107      |
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| 23191 | 3.01487e+06 |    11.4473      |
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| 23192 | 3.01666e+06 |    11.1992      |
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| 23193 | 3.01844e+06 |    12.0808      |
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| 23194 | 3.02022e+06 |    19.5476      |
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| 23195 | 3.022e+06   |    18.8488      |
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| 23196 | 3.02378e+06 |    11.5174      |
+-------+-------------+-----------------+
| 23197 | 3.02556e+06 |    11.3752      |
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| 23198 | 3.02735e+06 |    11.5938      |
+-------+-------------+-----------------+
| 23199 | 3.02913e+06 |    11.3283      |
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| 23200 | 3.00243e+06 |    21.9477      |
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| 23201 | 3.00421e+06 |    19.2466      |
+-------+-------------+-----------------+
| 23202 | 3.006e+06   |    24.4731      |
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| 23203 | 3.00778e+06 |    28.4668      |
+-------+-------------+-----------------+
| 23204 | 3.00956e+06 |    25.3579      |
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| 23205 | 3.01134e+06 |    20.0993      |
+-------+-------------+-----------------+
| 23206 | 3.01312e+06 |    19.4807      |
+-------+-------------+-----------------+
| 23207 | 3.01491e+06 |    22.028       |
+-------+-------------+-----------------+
| 23208 | 3.01669e+06 |    19.6246      |
+-------+-------------+-----------------+
| 23209 | 3.01847e+06 |    24.5514      |
+-------+-------------+-----------------+
| 23210 | 3.02025e+06 |    28.5069      |
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| 23211 | 3.02203e+06 |    25.3834      |
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| 23212 | 3.02382e+06 |    20.1068      |
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| 23213 | 3.0256e+06  |    19.4814      |
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| 23214 | 3.02738e+06 |    22.0319      |
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| 23215 | 3.02916e+06 |    19.6274      |
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| 23216 | 3.00246e+06 |    10.9183      |
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| 23217 | 3.00425e+06 |    14.0029      |
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| 23218 | 3.00603e+06 |    16.7246      |
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| 23219 | 3.00781e+06 |    16.7559      |
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| 23220 | 3.00959e+06 |    15.8553      |
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| 23221 | 3.01138e+06 |    13.1323      |
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| 23222 | 3.01316e+06 |    12.4093      |
+-------+-------------+-----------------+
| 23223 | 3.01494e+06 |    12.149       |
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| 23224 | 3.01672e+06 |    14.2866      |
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| 23225 | 3.0185e+06  |    17.1615      |
+-------+-------------+-----------------+
| 23226 | 3.02028e+06 |    17.0227      |
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| 23227 | 3.02207e+06 |    16.2154      |
+-------+-------------+-----------------+
| 23228 | 3.02385e+06 |    13.4323      |
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| 23229 | 3.02563e+06 |    12.7464      |
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| 23230 | 3.02741e+06 |    12.4628      |
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| 23231 | 3.0292e+06  |    14.6151      |
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| 23232 | 3.0025e+06  |     5.47034     |
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| 23233 | 3.00428e+06 |     5.5829      |
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| 23234 | 3.00606e+06 |     5.698       |
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| 23235 | 3.00784e+06 |     6.3823      |
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| 23236 | 3.00963e+06 |     7.44448     |
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| 23237 | 3.01141e+06 |     5.37296     |
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| 23238 | 3.01319e+06 |     5.01024     |
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| 23239 | 3.01497e+06 |     5.33099     |
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| 23240 | 3.01675e+06 |     5.49977     |
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| 23241 | 3.01854e+06 |     5.64065     |
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| 23242 | 3.02032e+06 |     6.33851     |
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| 23243 | 3.0221e+06  |     7.40735     |
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| 23244 | 3.02388e+06 |     5.33964     |
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| 23245 | 3.02566e+06 |     4.97876     |
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| 23246 | 3.02745e+06 |     5.30042     |
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| 23247 | 3.02923e+06 |     5.46969     |
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| 23248 | 3.00253e+06 |     0.192798    |
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| 23249 | 3.00431e+06 |     0.121359    |
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| 23250 | 3.0061e+06  |     0.0935681   |
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| 23251 | 3.00788e+06 |     0.125088    |
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| 23252 | 3.00966e+06 |     0.143356    |
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| 23253 | 3.01144e+06 |     0.0376108   |
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| 23254 | 3.01322e+06 |     0.0542323   |
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| 23255 | 3.015e+06   |     0.166402    |
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| 23256 | 3.01679e+06 |     0.103754    |
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| 23257 | 3.01857e+06 |     0.0784352   |
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| 23258 | 3.02035e+06 |     0.112088    |
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| 23259 | 3.02213e+06 |     0.130626    |
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| 23260 | 3.02392e+06 |     0.0263313   |
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| 23261 | 3.0257e+06  |     0.0432057   |
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| 23262 | 3.02748e+06 |     0.155352    |
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| 23263 | 3.02926e+06 |     0.0927764   |
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| 23264 | 3.00256e+06 |     9.50543     |
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| 23265 | 3.00435e+06 |     9.00013     |
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| 23266 | 3.00613e+06 |     9.97022     |
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| 23267 | 3.00791e+06 |    13.2599      |
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| 23268 | 3.00969e+06 |    15.6951      |
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| 23269 | 3.01147e+06 |     8.86227     |
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| 23270 | 3.01326e+06 |     9.13067     |
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| 23271 | 3.01504e+06 |     9.7922      |
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| 23272 | 3.01682e+06 |     9.03107     |
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| 23273 | 3.0186e+06  |     9.97671     |
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| 23274 | 3.02038e+06 |    13.2728      |
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| 23275 | 3.02217e+06 |    15.7078      |
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| 23276 | 3.02395e+06 |     8.87492     |
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| 23277 | 3.02573e+06 |     9.14332     |
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| 23278 | 3.02751e+06 |     9.80486     |
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| 23279 | 3.02929e+06 |     9.04372     |
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| 23280 | 3.0026e+06  |     8.70502     |
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| 23281 | 3.00438e+06 |     7.51581     |
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| 23282 | 3.00616e+06 |     7.68209     |
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| 23283 | 3.00794e+06 |     8.26059     |
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| 23284 | 3.00972e+06 |     9.38651     |
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| 23285 | 3.01151e+06 |     9.58146     |
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| 23286 | 3.01329e+06 |     8.70041     |
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| 23287 | 3.01507e+06 |     8.24226     |
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| 23288 | 3.01685e+06 |     7.73154     |
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| 23289 | 3.01864e+06 |     7.57411     |
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| 23290 | 3.02042e+06 |     8.05779     |
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| 23291 | 3.0222e+06  |     9.20355     |
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| 23292 | 3.02398e+06 |     9.88823     |
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| 23293 | 3.02576e+06 |     8.56528     |
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| 23294 | 3.02754e+06 |     8.33969     |
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| 23295 | 3.02933e+06 |     7.75941     |
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| 23296 | 3.00263e+06 |    17.5054      |
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| 23297 | 3.00441e+06 |    18.2636      |
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| 23298 | 3.00619e+06 |    17.4256      |
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| 23299 | 3.00798e+06 |    27.8165      |
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| 23300 | 3.00976e+06 |    27.8626      |
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| 23301 | 3.01154e+06 |    16.1981      |
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| 23302 | 3.01332e+06 |    16.886       |
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| 23303 | 3.0151e+06  |    16.8267      |
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| 23304 | 3.01689e+06 |    18.0544      |
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| 23305 | 3.01867e+06 |    17.5299      |
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| 23306 | 3.02045e+06 |    27.8109      |
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| 23307 | 3.02223e+06 |    27.8588      |
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| 23308 | 3.02401e+06 |    16.2055      |
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| 23309 | 3.0258e+06  |    16.8913      |
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| 23310 | 3.02758e+06 |    16.8292      |
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| 23311 | 3.02936e+06 |    18.0573      |
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| 23312 | 3.00266e+06 |     8.47299     |
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| 23313 | 3.00444e+06 |     7.16527     |
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| 23314 | 3.00623e+06 |     7.9172      |
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| 23315 | 3.00801e+06 |     9.83916     |
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| 23316 | 3.00979e+06 |     9.75094     |
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| 23317 | 3.01157e+06 |     6.74713     |
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| 23318 | 3.01336e+06 |     6.49016     |
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| 23319 | 3.01514e+06 |     8.27116     |
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| 23320 | 3.01692e+06 |     6.95901     |
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| 23321 | 3.0187e+06  |     7.78971     |
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| 23322 | 3.02048e+06 |     9.76937     |
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| 23323 | 3.02226e+06 |     9.71657     |
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| 23324 | 3.02405e+06 |     6.73409     |
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| 23325 | 3.02583e+06 |     6.48971     |
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| 23326 | 3.02761e+06 |     8.27749     |
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| 23327 | 3.02939e+06 |     6.96904     |
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| 23328 | 3.00092e+06 |    11.8989      |
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| 23329 | 3.0027e+06  |     7.72584     |
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| 23330 | 3.00448e+06 |     7.70807     |
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| 23331 | 3.00626e+06 |     7.63895     |
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| 23332 | 3.00804e+06 |     4.69287     |
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| 23333 | 3.00982e+06 |    11.0446      |
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| 23334 | 3.01161e+06 |     9.73081     |
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| 23335 | 3.01339e+06 |    11.3019      |
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| 23336 | 3.01517e+06 |     8.56415     |
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| 23337 | 3.01695e+06 |     7.28891     |
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| 23338 | 3.01874e+06 |     7.78931     |
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| 23339 | 3.02052e+06 |     3.95924     |
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| 23340 | 3.0223e+06  |    10.4719      |
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| 23341 | 3.02408e+06 |    10.7667      |
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| 23342 | 3.02586e+06 |    11.3395      |
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| 23343 | 3.02764e+06 |     8.44045     |
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| 23344 | 3.00095e+06 |     2.94206     |
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| 23345 | 3.00273e+06 |     3.86838     |
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| 23346 | 3.00451e+06 |     3.64994     |
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| 23347 | 3.00629e+06 |     5.76998     |
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| 23348 | 3.00808e+06 |     4.98129     |
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| 23349 | 3.00986e+06 |     3.66526     |
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| 23350 | 3.01164e+06 |     3.5935      |
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| 23351 | 3.01342e+06 |     2.84487     |
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| 23352 | 3.0152e+06  |     3.85409     |
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| 23353 | 3.01699e+06 |     3.63406     |
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| 23354 | 3.01877e+06 |     5.75482     |
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| 23355 | 3.02055e+06 |     4.96522     |
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| 23356 | 3.02233e+06 |     3.65068     |
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| 23357 | 3.02411e+06 |     3.57652     |
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| 23358 | 3.0259e+06  |     2.82999     |
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| 23359 | 3.02768e+06 |     3.83912     |
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| 23360 | 3.00098e+06 |    15.8921      |
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| 23361 | 3.00276e+06 |    15.8388      |
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| 23362 | 3.00454e+06 |    13.4014      |
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| 23363 | 3.00633e+06 |    19.6159      |
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| 23364 | 3.00811e+06 |    20.0136      |
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| 23365 | 3.00989e+06 |    13.9867      |
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| 23366 | 3.01167e+06 |    12.8642      |
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| 23367 | 3.01346e+06 |    14.8061      |
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| 23368 | 3.01524e+06 |    16.033       |
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| 23369 | 3.01702e+06 |    13.5239      |
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| 23370 | 3.0188e+06  |    19.5976      |
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| 23371 | 3.02058e+06 |    19.9571      |
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| 23372 | 3.02236e+06 |    13.931       |
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| 23373 | 3.02415e+06 |    12.8118      |
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| 23374 | 3.02593e+06 |    14.755       |
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| 23375 | 3.02771e+06 |    15.982       |
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| 23376 | 3.00101e+06 |     6.24397     |
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| 23377 | 3.0028e+06  |     6.82534     |
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| 23378 | 3.00458e+06 |     5.52414     |
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| 23379 | 3.00636e+06 |     7.36859     |
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| 23380 | 3.00814e+06 |     7.29915     |
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| 23381 | 3.00992e+06 |     6.03364     |
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| 23382 | 3.01171e+06 |     6.78274     |
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| 23383 | 3.01349e+06 |     6.14627     |
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| 23384 | 3.01527e+06 |     6.77317     |
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| 23385 | 3.01705e+06 |     5.50577     |
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| 23386 | 3.01883e+06 |     7.36922     |
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| 23387 | 3.02062e+06 |     7.31079     |
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| 23388 | 3.0224e+06  |     6.05164     |
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| 23389 | 3.02418e+06 |     6.80441     |
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| 23390 | 3.02596e+06 |     6.17006     |
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| 23391 | 3.02774e+06 |     6.79819     |
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| 23392 | 3.00105e+06 |     5.55934     |
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| 23393 | 3.00283e+06 |     5.79991     |
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| 23394 | 3.00461e+06 |     4.96975     |
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| 23395 | 3.00639e+06 |     5.63775     |
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| 23396 | 3.00818e+06 |     5.94726     |
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| 23397 | 3.00996e+06 |     5.76624     |
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| 23398 | 3.01174e+06 |     5.56993     |
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| 23399 | 3.01352e+06 |     5.46279     |
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| 23400 | 3.0153e+06  |     5.9547      |
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| 23401 | 3.01708e+06 |     4.91494     |
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| 23402 | 3.01887e+06 |     5.534       |
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| 23403 | 3.02065e+06 |     4.96691     |
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| 23404 | 3.02243e+06 |     5.33125     |
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| 23405 | 3.02421e+06 |     5.57296     |
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| 23406 | 3.026e+06   |     5.51286     |
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| 23407 | 3.02778e+06 |     5.97631     |
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| 23408 | 3.00108e+06 |     6.72742     |
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| 23409 | 3.00286e+06 |     5.38797     |
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| 23410 | 3.00464e+06 |     5.1256      |
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| 23411 | 3.00643e+06 |     7.63047     |
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| 23412 | 3.00821e+06 |     5.73273     |
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| 23413 | 3.00999e+06 |     6.57211     |
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| 23414 | 3.01177e+06 |     5.78737     |
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| 23415 | 3.01355e+06 |     5.69959     |
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| 23416 | 3.01534e+06 |     5.02723     |
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| 23417 | 3.01712e+06 |     5.07885     |
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| 23418 | 3.0189e+06  |     7.58727     |
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| 23419 | 3.02068e+06 |     5.70925     |
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| 23420 | 3.02246e+06 |     6.54641     |
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| 23421 | 3.02425e+06 |     5.76294     |
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| 23422 | 3.02603e+06 |     5.67502     |
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| 23423 | 3.02781e+06 |     5.00283     |
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| 23424 | 3.00111e+06 |     5.65349     |
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| 23425 | 3.0029e+06  |     4.74144     |
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| 23426 | 3.00468e+06 |     5.47641     |
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| 23427 | 3.00646e+06 |     5.9559      |
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| 23428 | 3.00824e+06 |     5.98224     |
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| 23429 | 3.01002e+06 |     6.22155     |
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| 23430 | 3.0118e+06  |     6.18811     |
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| 23431 | 3.01359e+06 |     5.20467     |
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| 23432 | 3.01537e+06 |     5.0901      |
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| 23433 | 3.01715e+06 |     5.18361     |
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| 23434 | 3.01893e+06 |     6.04445     |
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| 23435 | 3.02072e+06 |     5.81853     |
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| 23436 | 3.0225e+06  |     6.35281     |
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| 23437 | 3.02428e+06 |     6.06983     |
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| 23438 | 3.02606e+06 |     5.29342     |
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| 23439 | 3.02784e+06 |     4.98045     |
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| 23440 | 3.00115e+06 |     2.25901     |
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| 23441 | 3.00293e+06 |     3.39227     |
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| 23442 | 3.00471e+06 |     2.74875     |
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| 23443 | 3.00649e+06 |     3.99596     |
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| 23444 | 3.00827e+06 |     4.79413     |
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| 23445 | 3.01006e+06 |     3.33842     |
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| 23446 | 3.01184e+06 |     2.71914     |
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| 23447 | 3.01362e+06 |     2.27791     |
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| 23448 | 3.0154e+06  |     3.20418     |
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| 23449 | 3.01718e+06 |     2.68055     |
+-------+-------------+-----------------+
| 23450 | 3.01897e+06 |     3.9657      |
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| 23451 | 3.02075e+06 |     4.77559     |
+-------+-------------+-----------------+
| 23452 | 3.02253e+06 |     3.31564     |
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| 23453 | 3.02431e+06 |     2.68693     |
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| 23454 | 3.02609e+06 |     2.26958     |
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| 23455 | 3.02788e+06 |     3.19992     |
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| 23456 | 3.00118e+06 |     5.2178      |
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| 23457 | 3.00296e+06 |     9.30191     |
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| 23458 | 3.00474e+06 |     8.25529     |
+-------+-------------+-----------------+
| 23459 | 3.00652e+06 |    12.4179      |
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| 23460 | 3.00831e+06 |    10.9585      |
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| 23461 | 3.01009e+06 |     7.86284     |
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| 23462 | 3.01187e+06 |     6.76978     |
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| 23463 | 3.01365e+06 |     6.88484     |
+-------+-------------+-----------------+
| 23464 | 3.01544e+06 |     8.01245     |
+-------+-------------+-----------------+
| 23465 | 3.01722e+06 |     9.08496     |
+-------+-------------+-----------------+
| 23466 | 3.019e+06   |    11.569       |
+-------+-------------+-----------------+
| 23467 | 3.02078e+06 |    11.5695      |
+-------+-------------+-----------------+
| 23468 | 3.02256e+06 |     7.32825     |
+-------+-------------+-----------------+
| 23469 | 3.02434e+06 |     7.12501     |
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| 23470 | 3.02613e+06 |     6.41362     |
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| 23471 | 3.02791e+06 |     8.20267     |
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| 23472 | 3.00121e+06 |     5.55436     |
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| 23473 | 3.00299e+06 |     5.10827     |
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| 23474 | 3.00478e+06 |     6.02094     |
+-------+-------------+-----------------+
| 23475 | 3.00656e+06 |    10.4036      |
+-------+-------------+-----------------+
| 23476 | 3.00834e+06 |    10.2714      |
+-------+-------------+-----------------+
| 23477 | 3.01012e+06 |     5.7946      |
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| 23478 | 3.0119e+06  |     5.98099     |
+-------+-------------+-----------------+
| 23479 | 3.01369e+06 |     5.24761     |
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| 23480 | 3.01547e+06 |     5.03887     |
+-------+-------------+-----------------+
| 23481 | 3.01725e+06 |     5.95958     |
+-------+-------------+-----------------+
| 23482 | 3.01903e+06 |    10.3437      |
+-------+-------------+-----------------+
| 23483 | 3.02081e+06 |    10.2115      |
+-------+-------------+-----------------+
| 23484 | 3.0226e+06  |     5.73468     |
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| 23485 | 3.02438e+06 |     5.9211      |
+-------+-------------+-----------------+
| 23486 | 3.02616e+06 |     5.18771     |
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| 23487 | 3.02794e+06 |     4.97897     |
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| 23488 | 3.00124e+06 |     4.51356     |
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| 23489 | 3.00303e+06 |     5.53681     |
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| 23490 | 3.00481e+06 |     4.69036     |
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| 23491 | 3.00659e+06 |     9.21832     |
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| 23492 | 3.00837e+06 |     6.18412     |
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| 23493 | 3.01016e+06 |     5.94825     |
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| 23494 | 3.01194e+06 |     4.93625     |
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| 23495 | 3.01372e+06 |     5.14623     |
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| 23496 | 3.0155e+06  |     4.91472     |
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| 23497 | 3.01728e+06 |     5.20073     |
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| 23498 | 3.01906e+06 |     8.67435     |
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| 23499 | 3.02085e+06 |     6.61746     |
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| 23500 | 3.02263e+06 |     5.47382     |
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| 23501 | 3.02441e+06 |     5.30512     |
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| 23502 | 3.02619e+06 |     4.7317      |
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| 23503 | 3.02798e+06 |     5.22757     |
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| 23504 | 3.00128e+06 |     7.91032     |
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| 23505 | 3.00306e+06 |     7.03104     |
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| 23506 | 3.00484e+06 |     9.90012     |
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| 23507 | 3.00662e+06 |    10.8612      |
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| 23508 | 3.00841e+06 |    12.2912      |
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| 23509 | 3.01019e+06 |     7.00104     |
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| 23510 | 3.01197e+06 |     7.26029     |
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| 23511 | 3.01375e+06 |     7.77142     |
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| 23512 | 3.01553e+06 |     6.93491     |
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| 23513 | 3.01732e+06 |     9.59263     |
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| 23514 | 3.0191e+06  |    10.6199      |
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| 23515 | 3.02088e+06 |    12.2579      |
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| 23516 | 3.02266e+06 |     6.83018     |
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| 23517 | 3.02444e+06 |     7.12583     |
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| 23518 | 3.02623e+06 |     7.71794     |
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| 23519 | 3.02801e+06 |     6.87693     |
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| 23520 | 3.00131e+06 |     6.22328     |
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| 23521 | 3.00309e+06 |     6.04328     |
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| 23522 | 3.00488e+06 |     5.46261     |
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| 23523 | 3.00666e+06 |     8.36978     |
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| 23524 | 3.00844e+06 |     9.3761      |
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| 23525 | 3.01022e+06 |     3.97977     |
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| 23526 | 3.012e+06   |     5.69777     |
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| 23527 | 3.01378e+06 |     5.37033     |
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| 23528 | 3.01557e+06 |     5.23118     |
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| 23529 | 3.01735e+06 |     4.90022     |
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| 23530 | 3.01913e+06 |     7.95145     |
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| 23531 | 3.02091e+06 |     9.06655     |
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| 23532 | 3.0227e+06  |     3.74712     |
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| 23533 | 3.02448e+06 |     5.52043     |
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| 23534 | 3.02626e+06 |     5.23252     |
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| 23535 | 3.02804e+06 |     5.1217      |
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| 23536 | 3.00134e+06 |     5.8923      |
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| 23537 | 3.00313e+06 |     5.05975     |
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| 23538 | 3.00491e+06 |     3.99047     |
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| 23539 | 3.00669e+06 |     8.47074     |
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| 23540 | 3.00847e+06 |     9.41128     |
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| 23541 | 3.01025e+06 |     4.00416     |
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| 23542 | 3.01204e+06 |     6.13804     |
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| 23543 | 3.01382e+06 |     5.29116     |
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| 23544 | 3.0156e+06  |     5.1638      |
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| 23545 | 3.01738e+06 |     4.58548     |
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| 23546 | 3.01916e+06 |     8.31583     |
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| 23547 | 3.02095e+06 |     9.81421     |
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| 23548 | 3.02273e+06 |     4.25522     |
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| 23549 | 3.02451e+06 |     6.10755     |
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| 23550 | 3.02629e+06 |     5.25647     |
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| 23551 | 3.02807e+06 |     5.03544     |
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| 23552 | 3.00138e+06 |     5.49015     |
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| 23553 | 3.00316e+06 |     5.79248     |
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| 23554 | 3.00494e+06 |     5.84382     |
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| 23555 | 3.00672e+06 |     7.67368     |
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| 23556 | 3.0085e+06  |     8.42696     |
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| 23557 | 3.01029e+06 |     6.41209     |
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| 23558 | 3.01207e+06 |     6.5878      |
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| 23559 | 3.01385e+06 |     5.68739     |
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| 23560 | 3.01563e+06 |     5.89544     |
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| 23561 | 3.01742e+06 |     5.81381     |
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| 23562 | 3.0192e+06  |     7.67354     |
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| 23563 | 3.02098e+06 |     8.40561     |
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| 23564 | 3.02276e+06 |     6.39974     |
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| 23565 | 3.02454e+06 |     6.57079     |
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| 23566 | 3.02632e+06 |     5.67262     |
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| 23567 | 3.02811e+06 |     5.87959     |
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| 23568 | 3.00141e+06 |     6.14447     |
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| 23569 | 3.00319e+06 |     5.26963     |
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| 23570 | 3.00497e+06 |     5.78362     |
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| 23571 | 3.00676e+06 |     6.5522      |
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| 23572 | 3.00854e+06 |     6.37753     |
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| 23573 | 3.01032e+06 |     5.26131     |
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| 23574 | 3.0121e+06  |     4.89253     |
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| 23575 | 3.01388e+06 |     6.13898     |
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| 23576 | 3.01567e+06 |     5.41335     |
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| 23577 | 3.01745e+06 |     5.77505     |
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| 23578 | 3.01923e+06 |     6.649       |
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| 23579 | 3.02101e+06 |     6.40297     |
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| 23580 | 3.02279e+06 |     5.33444     |
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| 23581 | 3.02458e+06 |     4.93359     |
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| 23582 | 3.02636e+06 |     6.20151     |
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| 23583 | 3.02814e+06 |     5.46168     |
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| 23584 | 3.00144e+06 |    10.7087      |
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| 23585 | 3.00322e+06 |    10.2356      |
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| 23586 | 3.00501e+06 |    10.9379      |
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| 23587 | 3.00679e+06 |    12.5107      |
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| 23588 | 3.00857e+06 |    10.7955      |
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| 23589 | 3.01035e+06 |     9.91669     |
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| 23590 | 3.01214e+06 |    11.0997      |
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| 23591 | 3.01392e+06 |    10.4737      |
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| 23592 | 3.0157e+06  |     9.86008     |
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| 23593 | 3.01748e+06 |    10.597       |
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| 23594 | 3.01926e+06 |    12.1472      |
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| 23595 | 3.02104e+06 |    10.6305      |
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| 23596 | 3.02283e+06 |     9.66575     |
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| 23597 | 3.02461e+06 |    10.8858      |
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| 23598 | 3.02639e+06 |    10.2617      |
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| 23599 | 3.02817e+06 |     9.64787     |
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| 23600 | 3.00148e+06 |     5.72366     |
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| 23601 | 3.00326e+06 |     6.94751     |
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| 23602 | 3.00504e+06 |     8.27169     |
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| 23603 | 3.00682e+06 |     9.38952     |
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| 23604 | 3.0086e+06  |     7.76025     |
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| 23605 | 3.01039e+06 |     5.21598     |
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| 23606 | 3.01217e+06 |     5.93596     |
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| 23607 | 3.01395e+06 |     5.4935      |
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| 23608 | 3.01573e+06 |     7.24251     |
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| 23609 | 3.01751e+06 |     9.3253      |
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| 23610 | 3.0193e+06  |     8.88185     |
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| 23611 | 3.02108e+06 |     7.07477     |
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| 23612 | 3.02286e+06 |     5.49764     |
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| 23613 | 3.02464e+06 |     5.77234     |
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| 23614 | 3.02642e+06 |     5.47112     |
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| 23615 | 3.02821e+06 |     7.16121     |
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| 23616 | 3.00151e+06 |     1.4912      |
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| 23617 | 3.00329e+06 |     1.79056     |
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| 23618 | 3.00507e+06 |     1.88496     |
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| 23619 | 3.00686e+06 |     2.27335     |
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| 23620 | 3.00864e+06 |     2.4866      |
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| 23621 | 3.01042e+06 |     1.41626     |
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| 23622 | 3.0122e+06  |     1.48575     |
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| 23623 | 3.01398e+06 |     1.47745     |
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| 23624 | 3.01576e+06 |     1.86948     |
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| 23625 | 3.01755e+06 |     1.85363     |
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| 23626 | 3.01933e+06 |     2.30903     |
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| 23627 | 3.02111e+06 |     2.47896     |
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| 23628 | 3.02289e+06 |     1.43643     |
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| 23629 | 3.02468e+06 |     1.48811     |
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| 23630 | 3.02646e+06 |     1.49123     |
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| 23631 | 3.02824e+06 |     1.8759      |
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| 23632 | 3.00154e+06 |     9.04427     |
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| 23633 | 3.00332e+06 |     8.8827      |
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| 23634 | 3.00511e+06 |     9.85034     |
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| 23635 | 3.00689e+06 |    13.2941      |
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| 23636 | 3.00867e+06 |    14.3207      |
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| 23637 | 3.01045e+06 |     9.32168     |
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| 23638 | 3.01223e+06 |     8.95828     |
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| 23639 | 3.01402e+06 |     9.33895     |
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| 23640 | 3.0158e+06  |     8.82059     |
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| 23641 | 3.01758e+06 |     9.82982     |
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| 23642 | 3.01936e+06 |    13.2661      |
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| 23643 | 3.02114e+06 |    14.2967      |
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| 23644 | 3.02293e+06 |     9.29371     |
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| 23645 | 3.02471e+06 |     8.92635     |
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| 23646 | 3.02649e+06 |     9.30965     |
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| 23647 | 3.02827e+06 |     8.79025     |
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| 23648 | 3.00158e+06 |     3.84621     |
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| 23649 | 3.00336e+06 |     4.20741     |
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| 23650 | 3.00514e+06 |     4.3833      |
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| 23651 | 3.00692e+06 |     7.28998     |
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| 23652 | 3.0087e+06  |     9.05815     |
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| 23653 | 3.01048e+06 |     3.94241     |
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| 23654 | 3.01227e+06 |     4.83424     |
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| 23655 | 3.01405e+06 |     4.23118     |
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| 23656 | 3.01583e+06 |     4.17943     |
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| 23657 | 3.01761e+06 |     4.34519     |
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| 23658 | 3.0194e+06  |     7.28488     |
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| 23659 | 3.02118e+06 |     9.05857     |
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| 23660 | 3.02296e+06 |     3.94788     |
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| 23661 | 3.02474e+06 |     4.84434     |
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| 23662 | 3.02652e+06 |     4.23777     |
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| 23663 | 3.0283e+06  |     4.18544     |
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| 23664 | 3.00161e+06 |     4.55098     |
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| 23665 | 3.00339e+06 |     4.50133     |
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| 23666 | 3.00517e+06 |     5.09636     |
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| 23667 | 3.00695e+06 |     7.55255     |
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| 23668 | 3.00874e+06 |     6.48562     |
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| 23669 | 3.01052e+06 |     4.55431     |
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| 23670 | 3.0123e+06  |     5.0975      |
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| 23671 | 3.01408e+06 |     4.55        |
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| 23672 | 3.01586e+06 |     4.26898     |
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| 23673 | 3.01765e+06 |     5.12639     |
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| 23674 | 3.01943e+06 |     7.38848     |
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| 23675 | 3.02121e+06 |     6.46562     |
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| 23676 | 3.02299e+06 |     4.41941     |
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| 23677 | 3.02477e+06 |     5.04136     |
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| 23678 | 3.02656e+06 |     4.4367      |
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| 23679 | 3.02834e+06 |     4.20062     |
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| 23680 | 3.00164e+06 |    24.6468      |
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| 23681 | 3.00342e+06 |    25.1503      |
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| 23682 | 3.0052e+06  |    28.2403      |
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| 23683 | 3.00699e+06 |    37.6586      |
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| 23684 | 3.00877e+06 |    36.8056      |
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| 23685 | 3.01055e+06 |    25.5189      |
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| 23686 | 3.01233e+06 |    25.7961      |
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| 23687 | 3.01412e+06 |    24.2552      |
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| 23688 | 3.0159e+06  |    25.3454      |
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| 23689 | 3.01768e+06 |    28.2102      |
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| 23690 | 3.01946e+06 |    37.6925      |
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| 23691 | 3.02124e+06 |    36.822       |
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| 23692 | 3.02302e+06 |    25.5404      |
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| 23693 | 3.02481e+06 |    25.8153      |
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| 23694 | 3.02659e+06 |    24.2752      |
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| 23695 | 3.02837e+06 |    25.3654      |
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| 23696 | 3.00167e+06 |     5.13521     |
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| 23697 | 3.00346e+06 |     5.6131      |
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| 23698 | 3.00524e+06 |     4.26387     |
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| 23699 | 3.00702e+06 |     5.43975     |
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| 23700 | 3.0088e+06  |     4.67622     |
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| 23701 | 3.01058e+06 |     4.87451     |
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| 23702 | 3.01237e+06 |     4.73004     |
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| 23703 | 3.01415e+06 |     4.81759     |
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| 23704 | 3.01593e+06 |     5.24994     |
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| 23705 | 3.01771e+06 |     4.25597     |
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| 23706 | 3.01949e+06 |     5.35544     |
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| 23707 | 3.02128e+06 |     4.67379     |
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| 23708 | 3.02306e+06 |     4.84066     |
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| 23709 | 3.02484e+06 |     4.71795     |
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| 23710 | 3.02662e+06 |     4.79641     |
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| 23711 | 3.0284e+06  |     5.23524     |
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| 23712 | 3.00171e+06 |     5.9699      |
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| 23713 | 3.00349e+06 |     5.8303      |
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| 23714 | 3.00527e+06 |     6.38653     |
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| 23715 | 3.00705e+06 |    10.3148      |
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| 23716 | 3.00884e+06 |    10.8861      |
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| 23717 | 3.01062e+06 |     5.32803     |
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| 23718 | 3.0124e+06  |     6.77906     |
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| 23719 | 3.01418e+06 |     5.71264     |
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| 23720 | 3.01596e+06 |     5.74537     |
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| 23721 | 3.01774e+06 |     6.28544     |
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| 23722 | 3.01953e+06 |    10.2144      |
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| 23723 | 3.02131e+06 |    10.7858      |
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| 23724 | 3.02309e+06 |     5.22765     |
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| 23725 | 3.02487e+06 |     6.67872     |
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| 23726 | 3.02666e+06 |     5.61234     |
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| 23727 | 3.02844e+06 |     5.64506     |
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| 23728 | 3.00174e+06 |     1.51797     |
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| 23729 | 3.00352e+06 |     1.41332     |
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| 23730 | 3.0053e+06  |     1.32254     |
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| 23731 | 3.00709e+06 |     1.48428     |
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| 23732 | 3.00887e+06 |     1.53533     |
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| 23733 | 3.01065e+06 |     1.86816     |
+-------+-------------+-----------------+
| 23734 | 3.01243e+06 |     1.79834     |
+-------+-------------+-----------------+
| 23735 | 3.01421e+06 |     1.48479     |
+-------+-------------+-----------------+
| 23736 | 3.016e+06   |     1.41222     |
+-------+-------------+-----------------+
| 23737 | 3.01778e+06 |     1.32325     |
+-------+-------------+-----------------+
| 23738 | 3.01956e+06 |     1.48488     |
+-------+-------------+-----------------+
| 23739 | 3.02134e+06 |     1.5357      |
+-------+-------------+-----------------+
| 23740 | 3.02312e+06 |     1.86835     |
+-------+-------------+-----------------+
| 23741 | 3.02491e+06 |     1.79834     |
+-------+-------------+-----------------+
| 23742 | 3.02669e+06 |     1.48465     |
+-------+-------------+-----------------+
| 23743 | 3.02847e+06 |     1.41195     |
+-------+-------------+-----------------+
| 23744 | 3.00177e+06 |     4.36957     |
+-------+-------------+-----------------+
| 23745 | 3.00356e+06 |     4.0613      |
+-------+-------------+-----------------+
| 23746 | 3.00534e+06 |     3.79051     |
+-------+-------------+-----------------+
| 23747 | 3.00712e+06 |     5.92877     |
+-------+-------------+-----------------+
| 23748 | 3.0089e+06  |     7.04148     |
+-------+-------------+-----------------+
| 23749 | 3.01068e+06 |     3.6484      |
+-------+-------------+-----------------+
| 23750 | 3.01246e+06 |     3.99153     |
+-------+-------------+-----------------+
| 23751 | 3.01425e+06 |     4.34891     |
+-------+-------------+-----------------+
| 23752 | 3.01603e+06 |     4.1276      |
+-------+-------------+-----------------+
| 23753 | 3.01781e+06 |     3.78261     |
+-------+-------------+-----------------+
| 23754 | 3.01959e+06 |     5.82507     |
+-------+-------------+-----------------+
| 23755 | 3.02138e+06 |     6.77803     |
+-------+-------------+-----------------+
| 23756 | 3.02316e+06 |     3.79527     |
+-------+-------------+-----------------+
| 23757 | 3.02494e+06 |     3.93834     |
+-------+-------------+-----------------+
| 23758 | 3.02672e+06 |     4.31337     |
+-------+-------------+-----------------+
| 23759 | 3.0285e+06  |     4.08462     |
+-------+-------------+-----------------+
| 23760 | 3.00181e+06 |     7.90424     |
+-------+-------------+-----------------+
| 23761 | 3.00359e+06 |     8.1791      |
+-------+-------------+-----------------+
| 23762 | 3.00537e+06 |     7.5537      |
+-------+-------------+-----------------+
| 23763 | 3.00715e+06 |     8.8525      |
+-------+-------------+-----------------+
| 23764 | 3.00893e+06 |     8.64312     |
+-------+-------------+-----------------+
| 23765 | 3.01072e+06 |     7.61939     |
+-------+-------------+-----------------+
| 23766 | 3.0125e+06  |     6.99188     |
+-------+-------------+-----------------+
| 23767 | 3.01428e+06 |     7.57733     |
+-------+-------------+-----------------+
| 23768 | 3.01606e+06 |     8.09132     |
+-------+-------------+-----------------+
| 23769 | 3.01784e+06 |     7.44611     |
+-------+-------------+-----------------+
| 23770 | 3.01963e+06 |     8.77453     |
+-------+-------------+-----------------+
| 23771 | 3.02141e+06 |     8.60242     |
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| 23772 | 3.02319e+06 |     7.60482     |
+-------+-------------+-----------------+
| 23773 | 3.02497e+06 |     6.94934     |
+-------+-------------+-----------------+
| 23774 | 3.02675e+06 |     7.55475     |
+-------+-------------+-----------------+
| 23775 | 3.02854e+06 |     8.07215     |
+-------+-------------+-----------------+
| 23776 | 3.00184e+06 |     1.22849     |
+-------+-------------+-----------------+
| 23777 | 3.00362e+06 |     1.08984     |
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| 23778 | 3.0054e+06  |     1.09923     |
+-------+-------------+-----------------+
| 23779 | 3.00718e+06 |     1.65835     |
+-------+-------------+-----------------+
| 23780 | 3.00897e+06 |     1.19459     |
+-------+-------------+-----------------+
| 23781 | 3.01075e+06 |     0.821054    |
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| 23782 | 3.01253e+06 |     0.491205    |
+-------+-------------+-----------------+
| 23783 | 3.01431e+06 |     1.30331     |
+-------+-------------+-----------------+
| 23784 | 3.0161e+06  |     1.12789     |
+-------+-------------+-----------------+
| 23785 | 3.01788e+06 |     1.09385     |
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| 23786 | 3.01966e+06 |     1.65654     |
+-------+-------------+-----------------+
| 23787 | 3.02144e+06 |     1.187       |
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| 23788 | 3.02322e+06 |     0.814912    |
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| 23789 | 3.025e+06   |     0.484133    |
+-------+-------------+-----------------+
| 23790 | 3.02679e+06 |     1.29659     |
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| 23791 | 3.02857e+06 |     1.12101     |
+-------+-------------+-----------------+
| 23792 | 3.00187e+06 |     3.9461      |
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| 23793 | 3.00365e+06 |     2.92112     |
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| 23794 | 3.00544e+06 |     3.94621     |
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| 23795 | 3.00722e+06 |     6.15328     |
+-------+-------------+-----------------+
| 23796 | 3.009e+06   |     4.36373     |
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| 23797 | 3.01078e+06 |     3.64287     |
+-------+-------------+-----------------+
| 23798 | 3.01256e+06 |     5.5084      |
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| 23799 | 3.01435e+06 |     4.07436     |
+-------+-------------+-----------------+
| 23800 | 3.01613e+06 |     2.96314     |
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| 23801 | 3.01791e+06 |     3.92979     |
+-------+-------------+-----------------+
| 23802 | 3.01969e+06 |     6.12879     |
+-------+-------------+-----------------+
| 23803 | 3.02147e+06 |     4.31787     |
+-------+-------------+-----------------+
| 23804 | 3.02326e+06 |     3.58721     |
+-------+-------------+-----------------+
| 23805 | 3.02504e+06 |     5.44439     |
+-------+-------------+-----------------+
| 23806 | 3.02682e+06 |     4.00838     |
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| 23807 | 3.0286e+06  |     2.89603     |
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| 23808 | 3.0019e+06  |    14.5575      |
+-------+-------------+-----------------+
| 23809 | 3.00369e+06 |    13.3617      |
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| 23810 | 3.00547e+06 |    14.9319      |
+-------+-------------+-----------------+
| 23811 | 3.00725e+06 |    16.615       |
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| 23812 | 3.00903e+06 |    15.4025      |
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| 23813 | 3.01082e+06 |    15.0977      |
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| 23814 | 3.0126e+06  |    13.0125      |
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| 23815 | 3.01438e+06 |    14.8333      |
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| 23816 | 3.01616e+06 |    13.3815      |
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| 23817 | 3.01794e+06 |    15.0365      |
+-------+-------------+-----------------+
| 23818 | 3.01972e+06 |    16.7019      |
+-------+-------------+-----------------+
| 23819 | 3.02151e+06 |    15.4936      |
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| 23820 | 3.02329e+06 |    15.1881      |
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| 23821 | 3.02507e+06 |    13.1031      |
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| 23822 | 3.02685e+06 |    14.9236      |
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| 23823 | 3.02864e+06 |    13.4719      |
+-------+-------------+-----------------+
| 23824 | 3.00194e+06 |    10.4032      |
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| 23825 | 3.00372e+06 |    11.4476      |
+-------+-------------+-----------------+
| 23826 | 3.0055e+06  |    10.3544      |
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| 23827 | 3.00728e+06 |    14.4164      |
+-------+-------------+-----------------+
| 23828 | 3.00907e+06 |    15.3614      |
+-------+-------------+-----------------+
| 23829 | 3.01085e+06 |     8.44807     |
+-------+-------------+-----------------+
| 23830 | 3.01263e+06 |    10.1926      |
+-------+-------------+-----------------+
| 23831 | 3.01441e+06 |    10.8123      |
+-------+-------------+-----------------+
| 23832 | 3.01619e+06 |    11.5986      |
+-------+-------------+-----------------+
| 23833 | 3.01798e+06 |    10.4722      |
+-------+-------------+-----------------+
| 23834 | 3.01976e+06 |    14.5903      |
+-------+-------------+-----------------+
| 23835 | 3.02154e+06 |    15.4965      |
+-------+-------------+-----------------+
| 23836 | 3.02332e+06 |     8.61277     |
+-------+-------------+-----------------+
| 23837 | 3.0251e+06  |    10.3821      |
+-------+-------------+-----------------+
| 23838 | 3.02689e+06 |    10.9855      |
+-------+-------------+-----------------+
| 23839 | 3.02867e+06 |    11.7743      |
+-------+-------------+-----------------+
| 23840 | 3.00197e+06 |     8.8763      |
+-------+-------------+-----------------+
| 23841 | 3.00375e+06 |     9.58189     |
+-------+-------------+-----------------+
| 23842 | 3.00554e+06 |    11.3064      |
+-------+-------------+-----------------+
| 23843 | 3.00732e+06 |    14.5481      |
+-------+-------------+-----------------+
| 23844 | 3.0091e+06  |    13.1761      |
+-------+-------------+-----------------+
| 23845 | 3.01088e+06 |     8.28355     |
+-------+-------------+-----------------+
| 23846 | 3.01266e+06 |    11.0125      |
+-------+-------------+-----------------+
| 23847 | 3.01444e+06 |     9.36213     |
+-------+-------------+-----------------+
| 23848 | 3.01623e+06 |     9.67947     |
+-------+-------------+-----------------+
| 23849 | 3.01801e+06 |    11.317       |
+-------+-------------+-----------------+
| 23850 | 3.01979e+06 |    14.5444      |
+-------+-------------+-----------------+
| 23851 | 3.02157e+06 |    13.1667      |
+-------+-------------+-----------------+
| 23852 | 3.02336e+06 |     8.27364     |
+-------+-------------+-----------------+
| 23853 | 3.02514e+06 |    11.0021      |
+-------+-------------+-----------------+
| 23854 | 3.02692e+06 |     9.351       |
+-------+-------------+-----------------+
| 23855 | 3.0287e+06  |     9.66819     |
+-------+-------------+-----------------+
| 23856 | 3.002e+06   |     9.17566     |
+-------+-------------+-----------------+
| 23857 | 3.00379e+06 |     7.71495     |
+-------+-------------+-----------------+
| 23858 | 3.00557e+06 |     9.62274     |
+-------+-------------+-----------------+
| 23859 | 3.00735e+06 |    11.7162      |
+-------+-------------+-----------------+
| 23860 | 3.00913e+06 |    14.9206      |
+-------+-------------+-----------------+
| 23861 | 3.01091e+06 |     8.1334      |
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| 23862 | 3.0127e+06  |     8.22047     |
+-------+-------------+-----------------+
| 23863 | 3.01448e+06 |     9.42484     |
+-------+-------------+-----------------+
| 23864 | 3.01626e+06 |     7.54213     |
+-------+-------------+-----------------+
| 23865 | 3.01804e+06 |     9.64774     |
+-------+-------------+-----------------+
| 23866 | 3.01982e+06 |    11.7715      |
+-------+-------------+-----------------+
| 23867 | 3.02161e+06 |    14.9711      |
+-------+-------------+-----------------+
| 23868 | 3.02339e+06 |     8.17058     |
+-------+-------------+-----------------+
| 23869 | 3.02517e+06 |     8.25887     |
+-------+-------------+-----------------+
| 23870 | 3.02695e+06 |     9.45312     |
+-------+-------------+-----------------+
| 23871 | 3.02873e+06 |     7.56728     |
+-------+-------------+-----------------+
| 23872 | 3.00204e+06 |    11.3687      |
+-------+-------------+-----------------+
| 23873 | 3.00382e+06 |    11.4681      |
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| 23874 | 3.0056e+06  |    11.2971      |
+-------+-------------+-----------------+
| 23875 | 3.00738e+06 |    13.0103      |
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| 23876 | 3.00916e+06 |    11.1043      |
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| 23877 | 3.01095e+06 |    11.7416      |
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| 23878 | 3.01273e+06 |    12.8588      |
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| 23879 | 3.01451e+06 |    11.3271      |
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| 23880 | 3.01629e+06 |    11.5275      |
+-------+-------------+-----------------+
| 23881 | 3.01808e+06 |    11.4396      |
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| 23882 | 3.01986e+06 |    13.1083      |
+-------+-------------+-----------------+
| 23883 | 3.02164e+06 |    11.1549      |
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| 23884 | 3.02342e+06 |    11.8886      |
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| 23885 | 3.0252e+06  |    13.0245      |
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| 23886 | 3.02698e+06 |    11.4546      |
+-------+-------------+-----------------+
| 23887 | 3.02877e+06 |    11.6567      |
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| 23888 | 3.00207e+06 |     9.384       |
+-------+-------------+-----------------+
| 23889 | 3.00385e+06 |     7.6826      |
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| 23890 | 3.00563e+06 |     8.68536     |
+-------+-------------+-----------------+
| 23891 | 3.00742e+06 |    11.336       |
+-------+-------------+-----------------+
| 23892 | 3.0092e+06  |    13.4281      |
+-------+-------------+-----------------+
| 23893 | 3.01098e+06 |     9.12589     |
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| 23894 | 3.01276e+06 |     8.22616     |
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| 23895 | 3.01454e+06 |     9.57203     |
+-------+-------------+-----------------+
| 23896 | 3.01633e+06 |     7.69862     |
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| 23897 | 3.01811e+06 |     8.66552     |
+-------+-------------+-----------------+
| 23898 | 3.01989e+06 |    11.3141      |
+-------+-------------+-----------------+
| 23899 | 3.02167e+06 |    13.4059      |
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| 23900 | 3.02345e+06 |     9.10365     |
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| 23901 | 3.02524e+06 |     8.20392     |
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| 23902 | 3.02702e+06 |     9.54979     |
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| 23903 | 3.0288e+06  |     7.67638     |
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| 23904 | 3.0021e+06  |    11.0638      |
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| 23905 | 3.00388e+06 |     9.47815     |
+-------+-------------+-----------------+
| 23906 | 3.00567e+06 |    10.6382      |
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| 23907 | 3.00745e+06 |    13.0452      |
+-------+-------------+-----------------+
| 23908 | 3.00923e+06 |    13.5631      |
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| 23909 | 3.01101e+06 |     9.56612     |
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| 23910 | 3.0128e+06  |     9.82186     |
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| 23911 | 3.01458e+06 |    10.6022      |
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| 23912 | 3.01636e+06 |     9.29061     |
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| 23913 | 3.01814e+06 |    10.4288      |
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| 23914 | 3.01992e+06 |    12.96        |
+-------+-------------+-----------------+
| 23915 | 3.0217e+06  |    13.5813      |
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| 23916 | 3.02349e+06 |     9.50335     |
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| 23917 | 3.02527e+06 |     9.70892     |
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| 23918 | 3.02705e+06 |    10.5357      |
+-------+-------------+-----------------+
| 23919 | 3.02883e+06 |     9.23664     |
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| 23920 | 3.00214e+06 |     2.70397     |
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| 23921 | 3.00392e+06 |     2.98193     |
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| 23922 | 3.0057e+06  |     2.69229     |
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| 23923 | 3.00748e+06 |     3.84273     |
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| 23924 | 3.00926e+06 |     4.03699     |
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| 23925 | 3.01105e+06 |     2.86362     |
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| 23926 | 3.01283e+06 |     2.77259     |
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| 23927 | 3.01461e+06 |     2.42184     |
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| 23928 | 3.01639e+06 |     2.80635     |
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| 23929 | 3.01817e+06 |     2.58112     |
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| 23930 | 3.01996e+06 |     3.76042     |
+-------+-------------+-----------------+
| 23931 | 3.02174e+06 |     3.96777     |
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| 23932 | 3.02352e+06 |     2.80038     |
+-------+-------------+-----------------+
| 23933 | 3.0253e+06  |     2.71212     |
+-------+-------------+-----------------+
| 23934 | 3.02708e+06 |     2.36255     |
+-------+-------------+-----------------+
| 23935 | 3.02887e+06 |     2.7476      |
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| 23936 | 3.00217e+06 |    38.2342      |
+-------+-------------+-----------------+
| 23937 | 3.00395e+06 |    35.868       |
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| 23938 | 3.00573e+06 |    39.2382      |
+-------+-------------+-----------------+
| 23939 | 3.00752e+06 |    50.597       |
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| 23940 | 3.0093e+06  |    53.1904      |
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| 23941 | 3.01108e+06 |    29.3975      |
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| 23942 | 3.01286e+06 |    34.0369      |
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| 23943 | 3.01464e+06 |    37.7432      |
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| 23944 | 3.01642e+06 |    36.8358      |
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| 23945 | 3.01821e+06 |    40.5801      |
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| 23946 | 3.01999e+06 |    49.2898      |
+-------+-------------+-----------------+
| 23947 | 3.02177e+06 |    51.167       |
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| 23948 | 3.02355e+06 |    28.5587      |
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| 23949 | 3.02534e+06 |    33.6427      |
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| 23950 | 3.02712e+06 |    37.4661      |
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| 23951 | 3.0289e+06  |    36.3846      |
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| 23952 | 3.0022e+06  |    18.1063      |
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| 23953 | 3.00398e+06 |    18.6402      |
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| 23954 | 3.00577e+06 |    24.2672      |
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| 23955 | 3.00755e+06 |    32.3062      |
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| 23956 | 3.00933e+06 |    31.2138      |
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| 23957 | 3.01111e+06 |    16.6545      |
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| 23958 | 3.01289e+06 |    15.3845      |
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| 23959 | 3.01468e+06 |    17.3282      |
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| 23960 | 3.01646e+06 |    17.349       |
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| 23961 | 3.01824e+06 |    23.7217      |
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| 23962 | 3.02002e+06 |    31.6665      |
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| 23963 | 3.0218e+06  |    30.5327      |
+-------+-------------+-----------------+
| 23964 | 3.02359e+06 |    15.9889      |
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| 23965 | 3.02537e+06 |    14.7162      |
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| 23966 | 3.02715e+06 |    16.6562      |
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| 23967 | 3.02893e+06 |    16.6772      |
+-------+-------------+-----------------+
| 23968 | 3.00224e+06 |    41.3473      |
+-------+-------------+-----------------+
| 23969 | 3.00402e+06 |    37.264       |
+-------+-------------+-----------------+
| 23970 | 3.0058e+06  |    42.4203      |
+-------+-------------+-----------------+
| 23971 | 3.00758e+06 |    63.8599      |
+-------+-------------+-----------------+
| 23972 | 3.00936e+06 |    69.191       |
+-------+-------------+-----------------+
| 23973 | 3.01114e+06 |    34.3283      |
+-------+-------------+-----------------+
| 23974 | 3.01293e+06 |    36.7366      |
+-------+-------------+-----------------+
| 23975 | 3.01471e+06 |    40.4989      |
+-------+-------------+-----------------+
| 23976 | 3.01649e+06 |    37.3901      |
+-------+-------------+-----------------+
| 23977 | 3.01827e+06 |    42.4197      |
+-------+-------------+-----------------+
| 23978 | 3.02006e+06 |    64.4872      |
+-------+-------------+-----------------+
| 23979 | 3.02184e+06 |    69.9787      |
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| 23980 | 3.02362e+06 |    34.8969      |
+-------+-------------+-----------------+
| 23981 | 3.0254e+06  |    36.6462      |
+-------+-------------+-----------------+
| 23982 | 3.02718e+06 |    40.7641      |
+-------+-------------+-----------------+
| 23983 | 3.02896e+06 |    37.6856      |
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| 23984 | 3.00227e+06 |    26.3539      |
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| 23985 | 3.00405e+06 |    27.6306      |
+-------+-------------+-----------------+
| 23986 | 3.00583e+06 |    30.5668      |
+-------+-------------+-----------------+
| 23987 | 3.00761e+06 |    41.2609      |
+-------+-------------+-----------------+
| 23988 | 3.0094e+06  |    49.4842      |
+-------+-------------+-----------------+
| 23989 | 3.01118e+06 |    27.524       |
+-------+-------------+-----------------+
| 23990 | 3.01296e+06 |    27.4068      |
+-------+-------------+-----------------+
| 23991 | 3.01474e+06 |    27.9596      |
+-------+-------------+-----------------+
| 23992 | 3.01652e+06 |    28.7522      |
+-------+-------------+-----------------+
| 23993 | 3.01831e+06 |    31.2512      |
+-------+-------------+-----------------+
| 23994 | 3.02009e+06 |    41.5803      |
+-------+-------------+-----------------+
| 23995 | 3.02187e+06 |    49.5166      |
+-------+-------------+-----------------+
| 23996 | 3.02365e+06 |    27.3711      |
+-------+-------------+-----------------+
| 23997 | 3.02543e+06 |    27.3876      |
+-------+-------------+-----------------+
| 23998 | 3.02722e+06 |    27.9107      |
+-------+-------------+-----------------+
| 23999 | 3.029e+06   |    28.6833      |
+-------+-------------+-----------------+
| 24000 | 3.0023e+06  |    17.2923      |
+-------+-------------+-----------------+
| 24001 | 3.00408e+06 |    21.5104      |
+-------+-------------+-----------------+
| 24002 | 3.00586e+06 |    23.348       |
+-------+-------------+-----------------+
| 24003 | 3.00765e+06 |    36.2338      |
+-------+-------------+-----------------+
| 24004 | 3.00943e+06 |    38.3506      |
+-------+-------------+-----------------+
| 24005 | 3.01121e+06 |    22.1751      |
+-------+-------------+-----------------+
| 24006 | 3.01299e+06 |    18.8537      |
+-------+-------------+-----------------+
| 24007 | 3.01478e+06 |    20.7423      |
+-------+-------------+-----------------+
| 24008 | 3.01656e+06 |    20.951       |
+-------+-------------+-----------------+
| 24009 | 3.01834e+06 |    24.4662      |
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| 24010 | 3.02012e+06 |    35.4612      |
+-------+-------------+-----------------+
| 24011 | 3.0219e+06  |    38.702       |
+-------+-------------+-----------------+
| 24012 | 3.02368e+06 |    21.5811      |
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| 24013 | 3.02547e+06 |    19.043       |
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| 24014 | 3.02725e+06 |    20.3007      |
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| 24015 | 3.02903e+06 |    21.1261      |
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| 24016 | 3.00233e+06 |    30.8822      |
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| 24017 | 3.00412e+06 |    30.761       |
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| 24018 | 3.0059e+06  |    36.0441      |
+-------+-------------+-----------------+
| 24019 | 3.00768e+06 |    38.9575      |
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| 24020 | 3.00946e+06 |    50.7787      |
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| 24021 | 3.01124e+06 |    32.1586      |
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| 24022 | 3.01303e+06 |    28.099       |
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| 24023 | 3.01481e+06 |    28.6128      |
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| 24024 | 3.01659e+06 |    30.012       |
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| 24025 | 3.01837e+06 |    35.4091      |
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| 24026 | 3.02015e+06 |    41.8566      |
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| 24027 | 3.02194e+06 |    45.6016      |
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| 24028 | 3.02372e+06 |    30.0357      |
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| 24029 | 3.0255e+06  |    27.8693      |
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| 24030 | 3.02728e+06 |    28.7749      |
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| 24031 | 3.02906e+06 |    29.9259      |
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| 24032 | 3.00237e+06 |     6.98891     |
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| 24033 | 3.00415e+06 |     7.49921     |
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| 24034 | 3.00593e+06 |     8.49925     |
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| 24035 | 3.00771e+06 |     9.04806     |
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| 24036 | 3.0095e+06  |    10.2285      |
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| 24037 | 3.01128e+06 |     6.89599     |
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| 24038 | 3.01306e+06 |     6.34893     |
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| 24039 | 3.01484e+06 |     7.35612     |
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| 24040 | 3.01662e+06 |     7.31399     |
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| 24041 | 3.0184e+06  |     8.4828      |
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| 24042 | 3.02019e+06 |     9.01394     |
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| 24043 | 3.02197e+06 |    10.2178      |
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| 24044 | 3.02375e+06 |     6.86991     |
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| 24045 | 3.02553e+06 |     6.36512     |
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| 24046 | 3.02732e+06 |     7.35538     |
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| 24047 | 3.0291e+06  |     7.31871     |
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| 24048 | 3.0024e+06  |    22.054       |
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| 24049 | 3.00418e+06 |    21.2898      |
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| 24050 | 3.00596e+06 |    24.3429      |
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| 24051 | 3.00775e+06 |    36.1978      |
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| 24052 | 3.00953e+06 |    35.8854      |
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| 24053 | 3.01131e+06 |    19.3175      |
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| 24054 | 3.01309e+06 |    21.1604      |
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| 24055 | 3.01487e+06 |    21.5302      |
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| 24056 | 3.01666e+06 |    21.2627      |
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| 24057 | 3.01844e+06 |    24.3842      |
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| 24058 | 3.02022e+06 |    36.2516      |
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| 24059 | 3.022e+06   |    35.9404      |
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| 24060 | 3.02378e+06 |    19.3729      |
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| 24061 | 3.02557e+06 |    21.2157      |
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| 24062 | 3.02735e+06 |    21.5855      |
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| 24063 | 3.02913e+06 |    21.318       |
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| 24064 | 3.00243e+06 |    14.6925      |
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| 24065 | 3.00422e+06 |    11.2778      |
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| 24066 | 3.006e+06   |    12.4888      |
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| 24067 | 3.00778e+06 |    17.7186      |
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| 24068 | 3.00956e+06 |    14.9577      |
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| 24069 | 3.01134e+06 |    11.3647      |
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| 24070 | 3.01312e+06 |    10.8733      |
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| 24071 | 3.01491e+06 |    13.6225      |
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| 24072 | 3.01669e+06 |    12.199       |
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| 24073 | 3.01847e+06 |    12.4434      |
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| 24074 | 3.02025e+06 |    16.8112      |
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| 24075 | 3.02204e+06 |    15.175       |
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| 24076 | 3.02382e+06 |    11.1579      |
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| 24077 | 3.0256e+06  |    12.6736      |
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| 24078 | 3.02738e+06 |    13.8647      |
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| 24079 | 3.02916e+06 |    12.196       |
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| 24080 | 3.00247e+06 |    26.3302      |
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| 24081 | 3.00425e+06 |    21.6351      |
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| 24082 | 3.00603e+06 |    25.6911      |
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| 24083 | 3.00781e+06 |    28.3174      |
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| 24084 | 3.00959e+06 |    31.7176      |
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| 24085 | 3.01138e+06 |    21.2085      |
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| 24086 | 3.01316e+06 |    18.5411      |
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| 24087 | 3.01494e+06 |    26.6148      |
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| 24088 | 3.01672e+06 |    21.8483      |
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| 24089 | 3.0185e+06  |    25.8819      |
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| 24090 | 3.02029e+06 |    28.4984      |
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| 24091 | 3.02207e+06 |    31.8946      |
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| 24092 | 3.02385e+06 |    21.3838      |
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| 24093 | 3.02563e+06 |    18.7167      |
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| 24094 | 3.02741e+06 |    26.7902      |
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| 24095 | 3.0292e+06  |    22.0236      |
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| 24096 | 3.0025e+06  |     6.1973      |
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| 24097 | 3.00428e+06 |     5.47866     |
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| 24098 | 3.00606e+06 |     5.78897     |
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| 24099 | 3.00784e+06 |     8.26429     |
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| 24100 | 3.00963e+06 |     8.58134     |
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| 24101 | 3.01141e+06 |     4.71988     |
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| 24102 | 3.01319e+06 |     5.34832     |
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| 24103 | 3.01497e+06 |     6.56972     |
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| 24104 | 3.01676e+06 |     4.93812     |
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| 24105 | 3.01854e+06 |     6.14897     |
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| 24106 | 3.02032e+06 |     7.73059     |
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| 24107 | 3.0221e+06  |     8.93459     |
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| 24108 | 3.02388e+06 |     4.18888     |
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| 24109 | 3.02566e+06 |     5.69811     |
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| 24110 | 3.02745e+06 |     6.0436      |
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| 24111 | 3.02923e+06 |     5.28369     |
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| 24112 | 3.00253e+06 |     2.27817     |
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| 24113 | 3.00431e+06 |     2.11789     |
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| 24114 | 3.0061e+06  |     3.33358     |
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| 24115 | 3.00788e+06 |     3.89562     |
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| 24116 | 3.00966e+06 |     3.79735     |
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| 24117 | 3.01144e+06 |     2.37499     |
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| 24118 | 3.01322e+06 |     2.38404     |
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| 24119 | 3.01501e+06 |     2.21262     |
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| 24120 | 3.01679e+06 |     2.05379     |
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| 24121 | 3.01857e+06 |     3.27019     |
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| 24122 | 3.02035e+06 |     3.83225     |
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| 24123 | 3.02213e+06 |     3.73398     |
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| 24124 | 3.02392e+06 |     2.31163     |
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| 24125 | 3.0257e+06  |     2.32069     |
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| 24126 | 3.02748e+06 |     2.14926     |
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| 24127 | 3.02926e+06 |     1.99043     |
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| 24128 | 3.00256e+06 |    18.2809      |
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| 24129 | 3.00435e+06 |    18.7517      |
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| 24130 | 3.00613e+06 |    19.9498      |
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| 24131 | 3.00791e+06 |    22.9261      |
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| 24132 | 3.00969e+06 |    27.5461      |
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| 24133 | 3.01148e+06 |    16.7647      |
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| 24134 | 3.01326e+06 |    17.5717      |
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| 24135 | 3.01504e+06 |    18.7587      |
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| 24136 | 3.01682e+06 |    18.8847      |
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| 24137 | 3.0186e+06  |    19.7377      |
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| 24138 | 3.02038e+06 |    23.119       |
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| 24139 | 3.02217e+06 |    27.8419      |
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| 24140 | 3.02395e+06 |    17.1012      |
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| 24141 | 3.02573e+06 |    17.8485      |
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| 24142 | 3.02751e+06 |    19.013       |
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| 24143 | 3.0293e+06  |    19.1354      |
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| 24144 | 3.0026e+06  |    14.5937      |
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| 24145 | 3.00438e+06 |    12.781       |
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| 24146 | 3.00616e+06 |    15.5758      |
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| 24147 | 3.00794e+06 |    17.0852      |
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| 24148 | 3.00973e+06 |    14.825       |
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| 24149 | 3.01151e+06 |    15.7556      |
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| 24150 | 3.01329e+06 |    13.8818      |
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| 24151 | 3.01507e+06 |    14.9166      |
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| 24152 | 3.01685e+06 |    14.2448      |
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| 24153 | 3.01864e+06 |    16.8801      |
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| 24154 | 3.02042e+06 |    17.7228      |
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| 24155 | 3.0222e+06  |    15.4208      |
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| 24157 | 3.02576e+06 |    14.934       |
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| 24158 | 3.02755e+06 |    15.08        |
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| 24159 | 3.02933e+06 |    14.2478      |
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| 24160 | 3.00263e+06 |    23.2849      |
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| 24161 | 3.00441e+06 |    18.667       |
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| 24162 | 3.0062e+06  |    20.5658      |
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| 24163 | 3.00798e+06 |    28.0234      |
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| 24164 | 3.00976e+06 |    25.7123      |
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| 24165 | 3.01154e+06 |    19.4842      |
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| 24167 | 3.0151e+06  |    22.7428      |
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| 24168 | 3.01689e+06 |    19.3841      |
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| 24169 | 3.01867e+06 |    20.3408      |
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| 24170 | 3.02045e+06 |    28.2253      |
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| 24171 | 3.02223e+06 |    25.8131      |
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| 24172 | 3.02402e+06 |    19.6309      |
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| 24173 | 3.0258e+06  |    19.7033      |
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| 24174 | 3.02758e+06 |    22.8591      |
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| 24175 | 3.02936e+06 |    19.4787      |
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| 24176 | 3.00266e+06 |     6.8093      |
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| 24177 | 3.00445e+06 |     9.69027     |
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| 24178 | 3.00623e+06 |     7.6673      |
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| 24179 | 3.00801e+06 |    12.2119      |
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| 24180 | 3.00979e+06 |    12.4621      |
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| 24181 | 3.01157e+06 |     7.21734     |
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| 24182 | 3.01336e+06 |     6.63936     |
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| 24183 | 3.01514e+06 |     7.43751     |
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| 24184 | 3.01692e+06 |     8.87432     |
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| 24185 | 3.0187e+06  |     7.6323      |
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| 24186 | 3.02048e+06 |    11.7553      |
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| 24187 | 3.02227e+06 |    12.3184      |
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| 24188 | 3.02405e+06 |     7.46731     |
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| 24189 | 3.02583e+06 |     6.47198     |
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| 24190 | 3.02761e+06 |     7.15095     |
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| 24191 | 3.02939e+06 |     8.75752     |
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| 24192 | 3.00092e+06 |   369.638       |
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| 24193 | 3.0027e+06  |   287.2         |
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| 24194 | 3.00448e+06 |   450.946       |
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| 24195 | 3.00626e+06 |   248.44        |
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| 24196 | 3.00804e+06 |   130.839       |
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| 24197 | 3.00983e+06 |   259.112       |
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| 24198 | 3.01161e+06 |   326.502       |
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| 24199 | 3.01339e+06 |   365.659       |
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| 24200 | 3.01517e+06 |   284.389       |
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| 24201 | 3.01695e+06 |   430.89        |
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| 24202 | 3.01874e+06 |   248.741       |
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| 24203 | 3.02052e+06 |   131.062       |
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| 24204 | 3.0223e+06  |   258.682       |
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| 24205 | 3.02408e+06 |   323.92        |
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| 24206 | 3.02586e+06 |   365.404       |
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| 24207 | 3.02765e+06 |   284.115       |
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| 24208 | 3.00095e+06 |   143.44        |
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| 24209 | 3.00273e+06 |   132.987       |
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| 24210 | 3.00451e+06 |   166.339       |
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| 24211 | 3.0063e+06  |   184.585       |
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| 24212 | 3.00808e+06 |   206.151       |
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| 24213 | 3.00986e+06 |   137.446       |
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| 24214 | 3.01164e+06 |   133.364       |
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| 24215 | 3.01342e+06 |   142.93        |
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| 24216 | 3.0152e+06  |   133.015       |
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| 24217 | 3.01699e+06 |   167.143       |
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| 24218 | 3.01877e+06 |   184.728       |
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| 24219 | 3.02055e+06 |   206.565       |
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| 24220 | 3.02233e+06 |   137.712       |
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| 24221 | 3.02412e+06 |   133.676       |
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| 24222 | 3.0259e+06  |   143.258       |
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| 24223 | 3.02768e+06 |   133.378       |
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| 24224 | 3.00098e+06 |   444.521       |
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| 24225 | 3.00276e+06 |   404.995       |
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| 24226 | 3.00455e+06 |   601.854       |
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| 24227 | 3.00633e+06 |   452.749       |
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| 24228 | 3.00811e+06 |   521.047       |
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| 24229 | 3.00989e+06 |   282.242       |
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| 24230 | 3.01167e+06 |   502.621       |
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| 24231 | 3.01346e+06 |   448.381       |
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| 24232 | 3.01524e+06 |   406.614       |
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| 24233 | 3.01702e+06 |   605.636       |
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| 24234 | 3.0188e+06  |   456.135       |
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| 24235 | 3.02058e+06 |   524.49        |
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| 24236 | 3.02237e+06 |   285.168       |
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| 24237 | 3.02415e+06 |   505.698       |
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| 24238 | 3.02593e+06 |   451.341       |
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| 24239 | 3.02771e+06 |   409.618       |
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| 24240 | 3.00102e+06 |   143.775       |
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| 24241 | 3.0028e+06  |   177.803       |
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| 24242 | 3.00458e+06 |   176.35        |
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| 24243 | 3.00636e+06 |   152.931       |
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| 24244 | 3.00814e+06 |   170.295       |
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| 24245 | 3.00992e+06 |   165.317       |
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| 24246 | 3.01171e+06 |   158.943       |
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| 24247 | 3.01349e+06 |   142.805       |
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| 24248 | 3.01527e+06 |   171.678       |
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| 24249 | 3.01705e+06 |   177.28        |
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| 24250 | 3.01884e+06 |   150.059       |
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| 24251 | 3.02062e+06 |   170.031       |
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| 24252 | 3.0224e+06  |   163.415       |
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| 24253 | 3.02418e+06 |   157.985       |
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| 24254 | 3.02596e+06 |   141.223       |
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| 24255 | 3.02774e+06 |   170.54        |
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| 24256 | 3.00105e+06 |    76.52        |
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| 24257 | 3.00283e+06 |   124.163       |
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| 24258 | 3.00461e+06 |   120.733       |
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| 24259 | 3.00639e+06 |   172.167       |
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| 24260 | 3.00818e+06 |    99.9997      |
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| 24261 | 3.00996e+06 |    76.9285      |
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| 24262 | 3.01174e+06 |    75.2605      |
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| 24263 | 3.01352e+06 |    76.6829      |
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| 24264 | 3.0153e+06  |   123.556       |
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| 24265 | 3.01709e+06 |   123.865       |
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| 24266 | 3.01887e+06 |   175.339       |
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| 24267 | 3.02065e+06 |   104.692       |
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| 24268 | 3.02243e+06 |    78.042       |
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| 24269 | 3.02421e+06 |    78.4159      |
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| 24270 | 3.026e+06   |    77.0133      |
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| 24271 | 3.02778e+06 |   123.705       |
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| 24272 | 3.00108e+06 |    90.1814      |
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| 24273 | 3.00286e+06 |   100.129       |
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| 24274 | 3.00464e+06 |    98.1576      |
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| 24275 | 3.00643e+06 |   191.634       |
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| 24276 | 3.00821e+06 |    83.2495      |
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| 24277 | 3.00999e+06 |    78.5364      |
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| 24278 | 3.01177e+06 |    71.4191      |
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| 24279 | 3.01356e+06 |    88.2291      |
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| 24280 | 3.01534e+06 |   108.446       |
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| 24281 | 3.01712e+06 |    98.9098      |
+-------+-------------+-----------------+
| 24282 | 3.0189e+06  |   194.506       |
+-------+-------------+-----------------+
| 24283 | 3.02068e+06 |    81.3689      |
+-------+-------------+-----------------+
| 24284 | 3.02246e+06 |    75.4025      |
+-------+-------------+-----------------+
| 24285 | 3.02425e+06 |    75.2489      |
+-------+-------------+-----------------+
| 24286 | 3.02603e+06 |    89.2211      |
+-------+-------------+-----------------+
| 24287 | 3.02781e+06 |   107.97        |
+-------+-------------+-----------------+
| 24288 | 3.00111e+06 |   100.876       |
+-------+-------------+-----------------+
| 24289 | 3.0029e+06  |    97.0614      |
+-------+-------------+-----------------+
| 24290 | 3.00468e+06 |   124.389       |
+-------+-------------+-----------------+
| 24291 | 3.00646e+06 |    93.9645      |
+-------+-------------+-----------------+
| 24292 | 3.00824e+06 |   115.16        |
+-------+-------------+-----------------+
| 24293 | 3.01002e+06 |   120.292       |
+-------+-------------+-----------------+
| 24294 | 3.01181e+06 |   121.695       |
+-------+-------------+-----------------+
| 24295 | 3.01359e+06 |   100.943       |
+-------+-------------+-----------------+
| 24296 | 3.01537e+06 |    98.0535      |
+-------+-------------+-----------------+
| 24297 | 3.01715e+06 |   124.966       |
+-------+-------------+-----------------+
| 24298 | 3.01893e+06 |    93.4556      |
+-------+-------------+-----------------+
| 24299 | 3.02072e+06 |   114.162       |
+-------+-------------+-----------------+
| 24300 | 3.0225e+06  |   119.582       |
+-------+-------------+-----------------+
| 24301 | 3.02428e+06 |   120.646       |
+-------+-------------+-----------------+
| 24302 | 3.02606e+06 |   100.321       |
+-------+-------------+-----------------+
| 24303 | 3.02784e+06 |    97.4727      |
+-------+-------------+-----------------+
| 24304 | 3.00115e+06 |    54.7099      |
+-------+-------------+-----------------+
| 24305 | 3.00293e+06 |    59.4366      |
+-------+-------------+-----------------+
| 24306 | 3.00471e+06 |    74.4049      |
+-------+-------------+-----------------+
| 24307 | 3.00649e+06 |    75.3839      |
+-------+-------------+-----------------+
| 24308 | 3.00828e+06 |    92.3858      |
+-------+-------------+-----------------+
| 24309 | 3.01006e+06 |    67.4413      |
+-------+-------------+-----------------+
| 24310 | 3.01184e+06 |    59.1831      |
+-------+-------------+-----------------+
| 24311 | 3.01362e+06 |    54.2632      |
+-------+-------------+-----------------+
| 24312 | 3.0154e+06  |    58.889       |
+-------+-------------+-----------------+
| 24313 | 3.01718e+06 |    76.3092      |
+-------+-------------+-----------------+
| 24314 | 3.01897e+06 |    74.4845      |
+-------+-------------+-----------------+
| 24315 | 3.02075e+06 |    91.3535      |
+-------+-------------+-----------------+
| 24316 | 3.02253e+06 |    66.8931      |
+-------+-------------+-----------------+
| 24317 | 3.02431e+06 |    59.153       |
+-------+-------------+-----------------+
| 24318 | 3.0261e+06  |    53.985       |
+-------+-------------+-----------------+
| 24319 | 3.02788e+06 |    58.6154      |
+-------+-------------+-----------------+
| 24320 | 3.00118e+06 |   278.748       |
+-------+-------------+-----------------+
| 24321 | 3.00296e+06 |   304.909       |
+-------+-------------+-----------------+
| 24322 | 3.00474e+06 |   368.223       |
+-------+-------------+-----------------+
| 24323 | 3.00653e+06 |   445.738       |
+-------+-------------+-----------------+
| 24324 | 3.00831e+06 |   495.955       |
+-------+-------------+-----------------+
| 24325 | 3.01009e+06 |   364.106       |
+-------+-------------+-----------------+
| 24326 | 3.01187e+06 |   339.627       |
+-------+-------------+-----------------+
| 24327 | 3.01365e+06 |   281.106       |
+-------+-------------+-----------------+
| 24328 | 3.01544e+06 |   304.089       |
+-------+-------------+-----------------+
| 24329 | 3.01722e+06 |   365.589       |
+-------+-------------+-----------------+
| 24330 | 3.019e+06   |   446.743       |
+-------+-------------+-----------------+
| 24331 | 3.02078e+06 |   499.028       |
+-------+-------------+-----------------+
| 24332 | 3.02256e+06 |   364.254       |
+-------+-------------+-----------------+
| 24333 | 3.02435e+06 |   339.817       |
+-------+-------------+-----------------+
| 24334 | 3.02613e+06 |   281.15        |
+-------+-------------+-----------------+
| 24335 | 3.02791e+06 |   304.035       |
+-------+-------------+-----------------+
| 24336 | 3.00121e+06 |   151.206       |
+-------+-------------+-----------------+
| 24337 | 3.003e+06   |   167.666       |
+-------+-------------+-----------------+
| 24338 | 3.00478e+06 |   227.099       |
+-------+-------------+-----------------+
| 24339 | 3.00656e+06 |   227.912       |
+-------+-------------+-----------------+
| 24340 | 3.00834e+06 |   272.001       |
+-------+-------------+-----------------+
| 24341 | 3.01012e+06 |   173.357       |
+-------+-------------+-----------------+
| 24342 | 3.0119e+06  |   163.992       |
+-------+-------------+-----------------+
| 24343 | 3.01369e+06 |   131.1         |
+-------+-------------+-----------------+
| 24344 | 3.01547e+06 |   157.725       |
+-------+-------------+-----------------+
| 24345 | 3.01725e+06 |   223.38        |
+-------+-------------+-----------------+
| 24346 | 3.01903e+06 |   227.055       |
+-------+-------------+-----------------+
| 24347 | 3.02082e+06 |   271.34        |
+-------+-------------+-----------------+
| 24348 | 3.0226e+06  |   172.852       |
+-------+-------------+-----------------+
| 24349 | 3.02438e+06 |   164.078       |
+-------+-------------+-----------------+
| 24350 | 3.02616e+06 |   130.899       |
+-------+-------------+-----------------+
| 24351 | 3.02794e+06 |   157.323       |
+-------+-------------+-----------------+
| 24352 | 3.00125e+06 |   121.223       |
+-------+-------------+-----------------+
| 24353 | 3.00303e+06 |   225.719       |
+-------+-------------+-----------------+
| 24354 | 3.00481e+06 |   145.383       |
+-------+-------------+-----------------+
| 24355 | 3.00659e+06 |   329.799       |
+-------+-------------+-----------------+
| 24356 | 3.00837e+06 |    67.7642      |
+-------+-------------+-----------------+
| 24357 | 3.01016e+06 |   102.424       |
+-------+-------------+-----------------+
| 24358 | 3.01194e+06 |   110.855       |
+-------+-------------+-----------------+
| 24359 | 3.01372e+06 |   122.513       |
+-------+-------------+-----------------+
| 24360 | 3.0155e+06  |   228.082       |
+-------+-------------+-----------------+
| 24361 | 3.01728e+06 |   146.628       |
+-------+-------------+-----------------+
| 24362 | 3.01907e+06 |   329.428       |
+-------+-------------+-----------------+
| 24363 | 3.02085e+06 |    68.5107      |
+-------+-------------+-----------------+
| 24364 | 3.02263e+06 |   103.387       |
+-------+-------------+-----------------+
| 24365 | 3.02441e+06 |   111.5         |
+-------+-------------+-----------------+
| 24366 | 3.02619e+06 |   123.344       |
+-------+-------------+-----------------+
| 24367 | 3.02798e+06 |   228.863       |
+-------+-------------+-----------------+
| 24368 | 3.00128e+06 |   456.333       |
+-------+-------------+-----------------+
| 24369 | 3.00306e+06 |   441.876       |
+-------+-------------+-----------------+
| 24370 | 3.00484e+06 |   678.708       |
+-------+-------------+-----------------+
| 24371 | 3.00662e+06 |   563.948       |
+-------+-------------+-----------------+
| 24372 | 3.00841e+06 |   607.847       |
+-------+-------------+-----------------+
| 24373 | 3.01019e+06 |   453.248       |
+-------+-------------+-----------------+
| 24374 | 3.01197e+06 |   406.957       |
+-------+-------------+-----------------+
| 24375 | 3.01375e+06 |   466.919       |
+-------+-------------+-----------------+
| 24376 | 3.01554e+06 |   440.932       |
+-------+-------------+-----------------+
| 24377 | 3.01732e+06 |   683.125       |
+-------+-------------+-----------------+
| 24378 | 3.0191e+06  |   570.459       |
+-------+-------------+-----------------+
| 24379 | 3.02088e+06 |   612.554       |
+-------+-------------+-----------------+
| 24380 | 3.02266e+06 |   452.385       |
+-------+-------------+-----------------+
| 24381 | 3.02444e+06 |   410.108       |
+-------+-------------+-----------------+
| 24382 | 3.02623e+06 |   467.631       |
+-------+-------------+-----------------+
| 24383 | 3.02801e+06 |   440.884       |
+-------+-------------+-----------------+
| 24384 | 3.00131e+06 |   291.94        |
+-------+-------------+-----------------+
| 24385 | 3.00309e+06 |   310.884       |
+-------+-------------+-----------------+
| 24386 | 3.00488e+06 |   591.19        |
+-------+-------------+-----------------+
| 24387 | 3.00666e+06 |   329.283       |
+-------+-------------+-----------------+
| 24388 | 3.00844e+06 |   536.41        |
+-------+-------------+-----------------+
| 24389 | 3.01022e+06 |   269.544       |
+-------+-------------+-----------------+
| 24390 | 3.012e+06   |   273.911       |
+-------+-------------+-----------------+
| 24391 | 3.01379e+06 |   284.337       |
+-------+-------------+-----------------+
| 24392 | 3.01557e+06 |   306.12        |
+-------+-------------+-----------------+
| 24393 | 3.01735e+06 |   599.854       |
+-------+-------------+-----------------+
| 24394 | 3.01913e+06 |   314.927       |
+-------+-------------+-----------------+
| 24395 | 3.02091e+06 |   531.862       |
+-------+-------------+-----------------+
| 24396 | 3.0227e+06  |   275.155       |
+-------+-------------+-----------------+
| 24397 | 3.02448e+06 |   276.482       |
+-------+-------------+-----------------+
| 24398 | 3.02626e+06 |   287.735       |
+-------+-------------+-----------------+
| 24399 | 3.02804e+06 |   309.366       |
+-------+-------------+-----------------+
| 24400 | 3.00134e+06 |   130.029       |
+-------+-------------+-----------------+
| 24401 | 3.00313e+06 |   115.762       |
+-------+-------------+-----------------+
| 24402 | 3.00491e+06 |   134.944       |
+-------+-------------+-----------------+
| 24403 | 3.00669e+06 |   179.99        |
+-------+-------------+-----------------+
| 24404 | 3.00847e+06 |   198.621       |
+-------+-------------+-----------------+
| 24405 | 3.01026e+06 |   116.682       |
+-------+-------------+-----------------+
| 24406 | 3.01204e+06 |   141.193       |
+-------+-------------+-----------------+
| 24407 | 3.01382e+06 |   127.425       |
+-------+-------------+-----------------+
| 24408 | 3.0156e+06  |   118.793       |
+-------+-------------+-----------------+
| 24409 | 3.01738e+06 |   137.676       |
+-------+-------------+-----------------+
| 24410 | 3.01916e+06 |   178.818       |
+-------+-------------+-----------------+
| 24411 | 3.02095e+06 |   195.548       |
+-------+-------------+-----------------+
| 24412 | 3.02273e+06 |   115.715       |
+-------+-------------+-----------------+
| 24413 | 3.02451e+06 |   138.222       |
+-------+-------------+-----------------+
| 24414 | 3.02629e+06 |   126.862       |
+-------+-------------+-----------------+
| 24415 | 3.02808e+06 |   117.85        |
+-------+-------------+-----------------+
| 24416 | 3.00138e+06 |   161.314       |
+-------+-------------+-----------------+
| 24417 | 3.00316e+06 |   147.67        |
+-------+-------------+-----------------+
| 24418 | 3.00494e+06 |   262.05        |
+-------+-------------+-----------------+
| 24419 | 3.00672e+06 |   141.453       |
+-------+-------------+-----------------+
| 24420 | 3.00851e+06 |   177.426       |
+-------+-------------+-----------------+
| 24421 | 3.01029e+06 |   157.947       |
+-------+-------------+-----------------+
| 24422 | 3.01207e+06 |   173.293       |
+-------+-------------+-----------------+
| 24423 | 3.01385e+06 |   161.658       |
+-------+-------------+-----------------+
| 24424 | 3.01563e+06 |   151.506       |
+-------+-------------+-----------------+
| 24425 | 3.01742e+06 |   261.834       |
+-------+-------------+-----------------+
| 24426 | 3.0192e+06  |   144.336       |
+-------+-------------+-----------------+
| 24427 | 3.02098e+06 |   177.487       |
+-------+-------------+-----------------+
| 24428 | 3.02276e+06 |   160.458       |
+-------+-------------+-----------------+
| 24429 | 3.02454e+06 |   173.894       |
+-------+-------------+-----------------+
| 24430 | 3.02633e+06 |   163.888       |
+-------+-------------+-----------------+
| 24431 | 3.02811e+06 |   152.324       |
+-------+-------------+-----------------+
| 24432 | 3.00141e+06 |   322.588       |
+-------+-------------+-----------------+
| 24433 | 3.00319e+06 |   269.138       |
+-------+-------------+-----------------+
| 24434 | 3.00498e+06 |   412.989       |
+-------+-------------+-----------------+
| 24435 | 3.00676e+06 |   263.647       |
+-------+-------------+-----------------+
| 24436 | 3.00854e+06 |   346.797       |
+-------+-------------+-----------------+
| 24437 | 3.01032e+06 |   341.394       |
+-------+-------------+-----------------+
| 24438 | 3.0121e+06  |   374.461       |
+-------+-------------+-----------------+
| 24439 | 3.01388e+06 |   338.671       |
+-------+-------------+-----------------+
| 24440 | 3.01567e+06 |   276.745       |
+-------+-------------+-----------------+
| 24441 | 3.01745e+06 |   414.632       |
+-------+-------------+-----------------+
| 24442 | 3.01923e+06 |   265.074       |
+-------+-------------+-----------------+
| 24443 | 3.02101e+06 |   349.841       |
+-------+-------------+-----------------+
| 24444 | 3.0228e+06  |   343.846       |
+-------+-------------+-----------------+
| 24445 | 3.02458e+06 |   377.671       |
+-------+-------------+-----------------+
| 24446 | 3.02636e+06 |   340.03        |
+-------+-------------+-----------------+
| 24447 | 3.02814e+06 |   278.286       |
+-------+-------------+-----------------+
| 24448 | 3.00144e+06 |   540.014       |
+-------+-------------+-----------------+
| 24449 | 3.00323e+06 |   449.081       |
+-------+-------------+-----------------+
| 24450 | 3.00501e+06 |   759.093       |
+-------+-------------+-----------------+
| 24451 | 3.00679e+06 |   538.354       |
+-------+-------------+-----------------+
| 24452 | 3.00857e+06 |   412.028       |
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| 24453 | 3.01035e+06 |   477.074       |
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| 24454 | 3.01214e+06 |   444.95        |
+-------+-------------+-----------------+
| 24455 | 3.01392e+06 |   532.118       |
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| 24456 | 3.0157e+06  |   439.86        |
+-------+-------------+-----------------+
| 24457 | 3.01748e+06 |   744.376       |
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| 24458 | 3.01926e+06 |   526.616       |
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| 24459 | 3.02105e+06 |   403.661       |
+-------+-------------+-----------------+
| 24460 | 3.02283e+06 |   470.157       |
+-------+-------------+-----------------+
| 24461 | 3.02461e+06 |   437.73        |
+-------+-------------+-----------------+
| 24462 | 3.02639e+06 |   523.19        |
+-------+-------------+-----------------+
| 24463 | 3.02817e+06 |   431.572       |
+-------+-------------+-----------------+
| 24464 | 3.00148e+06 |   219.111       |
+-------+-------------+-----------------+
| 24465 | 3.00326e+06 |   182.857       |
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| 24466 | 3.00504e+06 |   308.489       |
+-------+-------------+-----------------+
| 24467 | 3.00682e+06 |   207.762       |
+-------+-------------+-----------------+
| 24468 | 3.0086e+06  |   168.324       |
+-------+-------------+-----------------+
| 24469 | 3.01039e+06 |   140.923       |
+-------+-------------+-----------------+
| 24470 | 3.01217e+06 |   146.399       |
+-------+-------------+-----------------+
| 24471 | 3.01395e+06 |   205.938       |
+-------+-------------+-----------------+
| 24472 | 3.01573e+06 |   182.321       |
+-------+-------------+-----------------+
| 24473 | 3.01752e+06 |   315.448       |
+-------+-------------+-----------------+
| 24474 | 3.0193e+06  |   204.252       |
+-------+-------------+-----------------+
| 24475 | 3.02108e+06 |   169.912       |
+-------+-------------+-----------------+
| 24476 | 3.02286e+06 |   146.519       |
+-------+-------------+-----------------+
| 24477 | 3.02464e+06 |   151.463       |
+-------+-------------+-----------------+
| 24478 | 3.02642e+06 |   208.795       |
+-------+-------------+-----------------+
| 24479 | 3.02821e+06 |   183.325       |
+-------+-------------+-----------------+
| 24480 | 3.00151e+06 |   130.353       |
+-------+-------------+-----------------+
| 24481 | 3.00329e+06 |   134.609       |
+-------+-------------+-----------------+
| 24482 | 3.00507e+06 |   238.325       |
+-------+-------------+-----------------+
| 24483 | 3.00686e+06 |   200.935       |
+-------+-------------+-----------------+
| 24484 | 3.00864e+06 |   205.673       |
+-------+-------------+-----------------+
| 24485 | 3.01042e+06 |   148.43        |
+-------+-------------+-----------------+
| 24486 | 3.0122e+06  |   118.414       |
+-------+-------------+-----------------+
| 24487 | 3.01398e+06 |   128.154       |
+-------+-------------+-----------------+
| 24488 | 3.01577e+06 |   138.06        |
+-------+-------------+-----------------+
| 24489 | 3.01755e+06 |   230.308       |
+-------+-------------+-----------------+
| 24490 | 3.01933e+06 |   207.141       |
+-------+-------------+-----------------+
| 24491 | 3.02111e+06 |   206.46        |
+-------+-------------+-----------------+
| 24492 | 3.02289e+06 |   151.976       |
+-------+-------------+-----------------+
| 24493 | 3.02468e+06 |   115.871       |
+-------+-------------+-----------------+
| 24494 | 3.02646e+06 |   131.798       |
+-------+-------------+-----------------+
| 24495 | 3.02824e+06 |   135.424       |
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| 24496 | 3.00154e+06 |   353.118       |
+-------+-------------+-----------------+
| 24497 | 3.00332e+06 |   309.766       |
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| 24498 | 3.00511e+06 |   508.746       |
+-------+-------------+-----------------+
| 24499 | 3.00689e+06 |   445.4         |
+-------+-------------+-----------------+
| 24500 | 3.00867e+06 |   541.268       |
+-------+-------------+-----------------+
| 24501 | 3.01045e+06 |   403.414       |
+-------+-------------+-----------------+
| 24502 | 3.01224e+06 |   327.173       |
+-------+-------------+-----------------+
| 24503 | 3.01402e+06 |   351.631       |
+-------+-------------+-----------------+
| 24504 | 3.0158e+06  |   309.349       |
+-------+-------------+-----------------+
| 24505 | 3.01758e+06 |   510.393       |
+-------+-------------+-----------------+
| 24506 | 3.01936e+06 |   442.544       |
+-------+-------------+-----------------+
| 24507 | 3.02114e+06 |   538.569       |
+-------+-------------+-----------------+
| 24508 | 3.02293e+06 |   404.621       |
+-------+-------------+-----------------+
| 24509 | 3.02471e+06 |   326.73        |
+-------+-------------+-----------------+
| 24510 | 3.02649e+06 |   351.382       |
+-------+-------------+-----------------+
| 24511 | 3.02827e+06 |   309.013       |
+-------+-------------+-----------------+
| 24512 | 3.00158e+06 |   148.59        |
+-------+-------------+-----------------+
| 24513 | 3.00336e+06 |   175.189       |
+-------+-------------+-----------------+
| 24514 | 3.00514e+06 |   244.605       |
+-------+-------------+-----------------+
| 24515 | 3.00692e+06 |   293.214       |
+-------+-------------+-----------------+
| 24516 | 3.0087e+06  |   343.366       |
+-------+-------------+-----------------+
| 24517 | 3.01049e+06 |   185.595       |
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| 24518 | 3.01227e+06 |   196.464       |
+-------+-------------+-----------------+
| 24519 | 3.01405e+06 |   133.561       |
+-------+-------------+-----------------+
| 24520 | 3.01583e+06 |   171.784       |
+-------+-------------+-----------------+
| 24521 | 3.01761e+06 |   263.216       |
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| 24522 | 3.0194e+06  |   286.477       |
+-------+-------------+-----------------+
| 24523 | 3.02118e+06 |   337.498       |
+-------+-------------+-----------------+
| 24524 | 3.02296e+06 |   172.706       |
+-------+-------------+-----------------+
| 24525 | 3.02474e+06 |   187.34        |
+-------+-------------+-----------------+
| 24526 | 3.02652e+06 |   134.275       |
+-------+-------------+-----------------+
| 24527 | 3.02831e+06 |   170.281       |
+-------+-------------+-----------------+
| 24528 | 3.00161e+06 |   153.154       |
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| 24529 | 3.00339e+06 |   154.746       |
+-------+-------------+-----------------+
| 24530 | 3.00517e+06 |   222.572       |
+-------+-------------+-----------------+
| 24531 | 3.00696e+06 |   198.039       |
+-------+-------------+-----------------+
| 24532 | 3.00874e+06 |   246.928       |
+-------+-------------+-----------------+
| 24533 | 3.01052e+06 |   163.18        |
+-------+-------------+-----------------+
| 24534 | 3.0123e+06  |   170.249       |
+-------+-------------+-----------------+
| 24535 | 3.01408e+06 |   154.041       |
+-------+-------------+-----------------+
| 24536 | 3.01586e+06 |   155.507       |
+-------+-------------+-----------------+
| 24537 | 3.01765e+06 |   224.697       |
+-------+-------------+-----------------+
| 24538 | 3.01943e+06 |   195.994       |
+-------+-------------+-----------------+
| 24539 | 3.02121e+06 |   243.598       |
+-------+-------------+-----------------+
| 24540 | 3.02299e+06 |   159.86        |
+-------+-------------+-----------------+
| 24541 | 3.02478e+06 |   167.127       |
+-------+-------------+-----------------+
| 24542 | 3.02656e+06 |   152.929       |
+-------+-------------+-----------------+
| 24543 | 3.02834e+06 |   154.4         |
+-------+-------------+-----------------+
| 24544 | 3.00164e+06 |  1132.52        |
+-------+-------------+-----------------+
| 24545 | 3.00342e+06 |  1071.15        |
+-------+-------------+-----------------+
| 24546 | 3.00521e+06 |  1806.89        |
+-------+-------------+-----------------+
| 24547 | 3.00699e+06 |  1489.89        |
+-------+-------------+-----------------+
| 24548 | 3.00877e+06 |  1496.23        |
+-------+-------------+-----------------+
| 24549 | 3.01055e+06 |  1061.04        |
+-------+-------------+-----------------+
| 24550 | 3.01233e+06 |   982.285       |
+-------+-------------+-----------------+
| 24551 | 3.01412e+06 |  1152.71        |
+-------+-------------+-----------------+
| 24552 | 3.0159e+06  |  1067.83        |
+-------+-------------+-----------------+
| 24553 | 3.01768e+06 |  1787.65        |
+-------+-------------+-----------------+
| 24554 | 3.01946e+06 |  1463.69        |
+-------+-------------+-----------------+
| 24555 | 3.02124e+06 |  1475.88        |
+-------+-------------+-----------------+
| 24556 | 3.02303e+06 |  1084.26        |
+-------+-------------+-----------------+
| 24557 | 3.02481e+06 |  1003.53        |
+-------+-------------+-----------------+
| 24558 | 3.02659e+06 |  1151.27        |
+-------+-------------+-----------------+
| 24559 | 3.02837e+06 |  1072.35        |
+-------+-------------+-----------------+
| 24560 | 3.00168e+06 |    99.8329      |
+-------+-------------+-----------------+
| 24561 | 3.00346e+06 |   118.568       |
+-------+-------------+-----------------+
| 24562 | 3.00524e+06 |   127.347       |
+-------+-------------+-----------------+
| 24563 | 3.00702e+06 |   124.872       |
+-------+-------------+-----------------+
| 24564 | 3.0088e+06  |   115.214       |
+-------+-------------+-----------------+
| 24565 | 3.01058e+06 |   108.782       |
+-------+-------------+-----------------+
| 24566 | 3.01237e+06 |   107.041       |
+-------+-------------+-----------------+
| 24567 | 3.01415e+06 |   103.612       |
+-------+-------------+-----------------+
| 24568 | 3.01593e+06 |   112.495       |
+-------+-------------+-----------------+
| 24569 | 3.01771e+06 |   134.907       |
+-------+-------------+-----------------+
| 24570 | 3.0195e+06  |   118.478       |
+-------+-------------+-----------------+
| 24571 | 3.02128e+06 |   118.808       |
+-------+-------------+-----------------+
| 24572 | 3.02306e+06 |   104.154       |
+-------+-------------+-----------------+
| 24573 | 3.02484e+06 |   112.614       |
+-------+-------------+-----------------+
| 24574 | 3.02662e+06 |   101.366       |
+-------+-------------+-----------------+
| 24575 | 3.0284e+06  |   115.647       |
+-------+-------------+-----------------+
| 24576 | 3.00171e+06 |   112.247       |
+-------+-------------+-----------------+
| 24577 | 3.00349e+06 |   168.699       |
+-------+-------------+-----------------+
| 24578 | 3.00527e+06 |   173.26        |
+-------+-------------+-----------------+
| 24579 | 3.00705e+06 |   165.789       |
+-------+-------------+-----------------+
| 24580 | 3.00884e+06 |   166.268       |
+-------+-------------+-----------------+
| 24581 | 3.01062e+06 |   137.465       |
+-------+-------------+-----------------+
| 24582 | 3.0124e+06  |   155.516       |
+-------+-------------+-----------------+
| 24583 | 3.01418e+06 |   116.856       |
+-------+-------------+-----------------+
| 24584 | 3.01596e+06 |   170.678       |
+-------+-------------+-----------------+
| 24585 | 3.01775e+06 |   174.41        |
+-------+-------------+-----------------+
| 24586 | 3.01953e+06 |   166.593       |
+-------+-------------+-----------------+
| 24587 | 3.02131e+06 |   166.827       |
+-------+-------------+-----------------+
| 24588 | 3.02309e+06 |   137.922       |
+-------+-------------+-----------------+
| 24589 | 3.02487e+06 |   155.999       |
+-------+-------------+-----------------+
| 24590 | 3.02666e+06 |   117.807       |
+-------+-------------+-----------------+
| 24591 | 3.02844e+06 |   171.618       |
+-------+-------------+-----------------+
| 24592 | 3.00174e+06 |    48.0685      |
+-------+-------------+-----------------+
| 24593 | 3.00352e+06 |    56.1285      |
+-------+-------------+-----------------+
| 24594 | 3.0053e+06  |    77.6006      |
+-------+-------------+-----------------+
| 24595 | 3.00709e+06 |    77.7465      |
+-------+-------------+-----------------+
| 24596 | 3.00887e+06 |    68.0642      |
+-------+-------------+-----------------+
| 24597 | 3.01065e+06 |    55.9284      |
+-------+-------------+-----------------+
| 24598 | 3.01243e+06 |    58.3872      |
+-------+-------------+-----------------+
| 24599 | 3.01422e+06 |    49.3251      |
+-------+-------------+-----------------+
| 24600 | 3.016e+06   |    56.3505      |
+-------+-------------+-----------------+
| 24601 | 3.01778e+06 |    77.7302      |
+-------+-------------+-----------------+
| 24602 | 3.01956e+06 |    77.8445      |
+-------+-------------+-----------------+
| 24603 | 3.02134e+06 |    68.1637      |
+-------+-------------+-----------------+
| 24604 | 3.02312e+06 |    56.0172      |
+-------+-------------+-----------------+
| 24605 | 3.02491e+06 |    58.4808      |
+-------+-------------+-----------------+
| 24606 | 3.02669e+06 |    49.4219      |
+-------+-------------+-----------------+
| 24607 | 3.02847e+06 |    56.4485      |
+-------+-------------+-----------------+
| 24608 | 3.00177e+06 |   219.357       |
+-------+-------------+-----------------+
| 24609 | 3.00356e+06 |   236.028       |
+-------+-------------+-----------------+
| 24610 | 3.00534e+06 |   300.379       |
+-------+-------------+-----------------+
| 24611 | 3.00712e+06 |   235.603       |
+-------+-------------+-----------------+
| 24612 | 3.0089e+06  |   280.756       |
+-------+-------------+-----------------+
| 24613 | 3.01068e+06 |   190.173       |
+-------+-------------+-----------------+
| 24614 | 3.01247e+06 |   225.272       |
+-------+-------------+-----------------+
| 24615 | 3.01425e+06 |   220.26        |
+-------+-------------+-----------------+
| 24616 | 3.01603e+06 |   235.673       |
+-------+-------------+-----------------+
| 24617 | 3.01781e+06 |   302.414       |
+-------+-------------+-----------------+
| 24618 | 3.01959e+06 |   231.454       |
+-------+-------------+-----------------+
| 24619 | 3.02138e+06 |   282.418       |
+-------+-------------+-----------------+
| 24620 | 3.02316e+06 |   190.431       |
+-------+-------------+-----------------+
| 24621 | 3.02494e+06 |   225.475       |
+-------+-------------+-----------------+
| 24622 | 3.02672e+06 |   220.644       |
+-------+-------------+-----------------+
| 24623 | 3.0285e+06  |   235.976       |
+-------+-------------+-----------------+
| 24624 | 3.00181e+06 |   134.56        |
+-------+-------------+-----------------+
| 24625 | 3.00359e+06 |   147.556       |
+-------+-------------+-----------------+
| 24626 | 3.00537e+06 |   184.28        |
+-------+-------------+-----------------+
| 24627 | 3.00715e+06 |   172.167       |
+-------+-------------+-----------------+
| 24628 | 3.00894e+06 |   153.989       |
+-------+-------------+-----------------+
| 24629 | 3.01072e+06 |   155.551       |
+-------+-------------+-----------------+
| 24630 | 3.0125e+06  |   139.981       |
+-------+-------------+-----------------+
| 24631 | 3.01428e+06 |   137.296       |
+-------+-------------+-----------------+
| 24632 | 3.01606e+06 |   148.926       |
+-------+-------------+-----------------+
| 24633 | 3.01784e+06 |   185.15        |
+-------+-------------+-----------------+
| 24634 | 3.01963e+06 |   173.32        |
+-------+-------------+-----------------+
| 24635 | 3.02141e+06 |   154.562       |
+-------+-------------+-----------------+
| 24636 | 3.02319e+06 |   156.252       |
+-------+-------------+-----------------+
| 24637 | 3.02497e+06 |   140.99        |
+-------+-------------+-----------------+
| 24638 | 3.02676e+06 |   138.236       |
+-------+-------------+-----------------+
| 24639 | 3.02854e+06 |   149.774       |
+-------+-------------+-----------------+
| 24640 | 3.00184e+06 |    42.25        |
+-------+-------------+-----------------+
| 24641 | 3.00362e+06 |    83.1818      |
+-------+-------------+-----------------+
| 24642 | 3.0054e+06  |    78.7722      |
+-------+-------------+-----------------+
| 24643 | 3.00719e+06 |    62.298       |
+-------+-------------+-----------------+
| 24644 | 3.00897e+06 |    70.9246      |
+-------+-------------+-----------------+
| 24645 | 3.01075e+06 |    49.0446      |
+-------+-------------+-----------------+
| 24646 | 3.01253e+06 |    56.2767      |
+-------+-------------+-----------------+
| 24647 | 3.01431e+06 |    43.4509      |
+-------+-------------+-----------------+
| 24648 | 3.0161e+06  |    82.6952      |
+-------+-------------+-----------------+
| 24649 | 3.01788e+06 |    78.1777      |
+-------+-------------+-----------------+
| 24650 | 3.01966e+06 |    61.9104      |
+-------+-------------+-----------------+
| 24651 | 3.02144e+06 |    70.8109      |
+-------+-------------+-----------------+
| 24652 | 3.02322e+06 |    49.1005      |
+-------+-------------+-----------------+
| 24653 | 3.02501e+06 |    56.454       |
+-------+-------------+-----------------+
| 24654 | 3.02679e+06 |    43.6892      |
+-------+-------------+-----------------+
| 24655 | 3.02857e+06 |    82.9707      |
+-------+-------------+-----------------+
| 24656 | 3.00187e+06 |    88.1521      |
+-------+-------------+-----------------+
| 24657 | 3.00366e+06 |   123.629       |
+-------+-------------+-----------------+
| 24658 | 3.00544e+06 |   135.9         |
+-------+-------------+-----------------+
| 24659 | 3.00722e+06 |   127.013       |
+-------+-------------+-----------------+
| 24660 | 3.009e+06   |   131.594       |
+-------+-------------+-----------------+
| 24661 | 3.01078e+06 |   107.251       |
+-------+-------------+-----------------+
| 24662 | 3.01256e+06 |   146.206       |
+-------+-------------+-----------------+
| 24663 | 3.01435e+06 |    85.4168      |
+-------+-------------+-----------------+
| 24664 | 3.01613e+06 |   123.103       |
+-------+-------------+-----------------+
| 24665 | 3.01791e+06 |   136.859       |
+-------+-------------+-----------------+
| 24666 | 3.01969e+06 |   126.588       |
+-------+-------------+-----------------+
| 24667 | 3.02148e+06 |   130.647       |
+-------+-------------+-----------------+
| 24668 | 3.02326e+06 |   107.271       |
+-------+-------------+-----------------+
| 24669 | 3.02504e+06 |   146.618       |
+-------+-------------+-----------------+
| 24670 | 3.02682e+06 |    85.4006      |
+-------+-------------+-----------------+
| 24671 | 3.0286e+06  |   123.023       |
+-------+-------------+-----------------+
| 24672 | 3.00191e+06 |   298.731       |
+-------+-------------+-----------------+
| 24673 | 3.00369e+06 |   262.141       |
+-------+-------------+-----------------+
| 24674 | 3.00547e+06 |   333.039       |
+-------+-------------+-----------------+
| 24675 | 3.00725e+06 |   300.444       |
+-------+-------------+-----------------+
| 24676 | 3.00903e+06 |   234.651       |
+-------+-------------+-----------------+
| 24677 | 3.01082e+06 |   276.704       |
+-------+-------------+-----------------+
| 24678 | 3.0126e+06  |   252.76        |
+-------+-------------+-----------------+
| 24679 | 3.01438e+06 |   293.796       |
+-------+-------------+-----------------+
| 24680 | 3.01616e+06 |   266.511       |
+-------+-------------+-----------------+
| 24681 | 3.01794e+06 |   326.078       |
+-------+-------------+-----------------+
| 24682 | 3.01973e+06 |   301.751       |
+-------+-------------+-----------------+
| 24683 | 3.02151e+06 |   233.956       |
+-------+-------------+-----------------+
| 24684 | 3.02329e+06 |   280.78        |
+-------+-------------+-----------------+
| 24685 | 3.02507e+06 |   252.846       |
+-------+-------------+-----------------+
| 24686 | 3.02685e+06 |   297.193       |
+-------+-------------+-----------------+
| 24687 | 3.02864e+06 |   265.114       |
+-------+-------------+-----------------+
| 24688 | 3.00194e+06 |   146.676       |
+-------+-------------+-----------------+
| 24689 | 3.00372e+06 |   133.189       |
+-------+-------------+-----------------+
| 24690 | 3.0055e+06  |   212.706       |
+-------+-------------+-----------------+
| 24691 | 3.00728e+06 |   205.269       |
+-------+-------------+-----------------+
| 24692 | 3.00907e+06 |   163.482       |
+-------+-------------+-----------------+
| 24693 | 3.01085e+06 |   126.741       |
+-------+-------------+-----------------+
| 24694 | 3.01263e+06 |   102.877       |
+-------+-------------+-----------------+
| 24695 | 3.01441e+06 |   146.88        |
+-------+-------------+-----------------+
| 24696 | 3.0162e+06  |   133.407       |
+-------+-------------+-----------------+
| 24697 | 3.01798e+06 |   213           |
+-------+-------------+-----------------+
| 24698 | 3.01976e+06 |   205.619       |
+-------+-------------+-----------------+
| 24699 | 3.02154e+06 |   163.861       |
+-------+-------------+-----------------+
| 24700 | 3.02332e+06 |   127.015       |
+-------+-------------+-----------------+
| 24701 | 3.0251e+06  |   103.216       |
+-------+-------------+-----------------+
| 24702 | 3.02689e+06 |   147.225       |
+-------+-------------+-----------------+
| 24703 | 3.02867e+06 |   133.754       |
+-------+-------------+-----------------+
| 24704 | 3.00197e+06 |   207.945       |
+-------+-------------+-----------------+
| 24705 | 3.00375e+06 |   248.169       |
+-------+-------------+-----------------+
| 24706 | 3.00554e+06 |   323.449       |
+-------+-------------+-----------------+
| 24707 | 3.00732e+06 |   328.692       |
+-------+-------------+-----------------+
| 24708 | 3.0091e+06  |   290.943       |
+-------+-------------+-----------------+
| 24709 | 3.01088e+06 |   230.672       |
+-------+-------------+-----------------+
| 24710 | 3.01266e+06 |   220.142       |
+-------+-------------+-----------------+
| 24711 | 3.01445e+06 |   209.401       |
+-------+-------------+-----------------+
| 24712 | 3.01623e+06 |   250.047       |
+-------+-------------+-----------------+
| 24713 | 3.01801e+06 |   323.763       |
+-------+-------------+-----------------+
| 24714 | 3.01979e+06 |   328.893       |
+-------+-------------+-----------------+
| 24715 | 3.02157e+06 |   289.38        |
+-------+-------------+-----------------+
| 24716 | 3.02336e+06 |   232.269       |
+-------+-------------+-----------------+
| 24717 | 3.02514e+06 |   220.438       |
+-------+-------------+-----------------+
| 24718 | 3.02692e+06 |   210.656       |
+-------+-------------+-----------------+
| 24719 | 3.0287e+06  |   250.658       |
+-------+-------------+-----------------+
| 24720 | 3.002e+06   |   367.221       |
+-------+-------------+-----------------+
| 24721 | 3.00379e+06 |   334.579       |
+-------+-------------+-----------------+
| 24722 | 3.00557e+06 |   577.144       |
+-------+-------------+-----------------+
| 24723 | 3.00735e+06 |   517.677       |
+-------+-------------+-----------------+
| 24724 | 3.00913e+06 |   584.201       |
+-------+-------------+-----------------+
| 24725 | 3.01092e+06 |   346.226       |
+-------+-------------+-----------------+
| 24726 | 3.0127e+06  |   338.301       |
+-------+-------------+-----------------+
| 24727 | 3.01448e+06 |   350.423       |
+-------+-------------+-----------------+
| 24728 | 3.01626e+06 |   342.54        |
+-------+-------------+-----------------+
| 24729 | 3.01804e+06 |   565.101       |
+-------+-------------+-----------------+
| 24730 | 3.01982e+06 |   522.595       |
+-------+-------------+-----------------+
| 24731 | 3.02161e+06 |   572.23        |
+-------+-------------+-----------------+
| 24732 | 3.02339e+06 |   357.345       |
+-------+-------------+-----------------+
| 24733 | 3.02517e+06 |   332.378       |
+-------+-------------+-----------------+
| 24734 | 3.02695e+06 |   357.37        |
+-------+-------------+-----------------+
| 24735 | 3.02874e+06 |   334.278       |
+-------+-------------+-----------------+
| 24736 | 3.00204e+06 |   154.763       |
+-------+-------------+-----------------+
| 24737 | 3.00382e+06 |   147.702       |
+-------+-------------+-----------------+
| 24738 | 3.0056e+06  |   253.05        |
+-------+-------------+-----------------+
| 24739 | 3.00738e+06 |   195.211       |
+-------+-------------+-----------------+
| 24740 | 3.00917e+06 |   171.939       |
+-------+-------------+-----------------+
| 24741 | 3.01095e+06 |   176.62        |
+-------+-------------+-----------------+
| 24742 | 3.01273e+06 |   172.343       |
+-------+-------------+-----------------+
| 24743 | 3.01451e+06 |   151.614       |
+-------+-------------+-----------------+
| 24744 | 3.01629e+06 |   146.746       |
+-------+-------------+-----------------+
| 24745 | 3.01808e+06 |   251.88        |
+-------+-------------+-----------------+
| 24746 | 3.01986e+06 |   194.544       |
+-------+-------------+-----------------+
| 24747 | 3.02164e+06 |   170.879       |
+-------+-------------+-----------------+
| 24748 | 3.02342e+06 |   175.771       |
+-------+-------------+-----------------+
| 24749 | 3.0252e+06  |   171.479       |
+-------+-------------+-----------------+
| 24750 | 3.02699e+06 |   150.586       |
+-------+-------------+-----------------+
| 24751 | 3.02877e+06 |   145.745       |
+-------+-------------+-----------------+
| 24752 | 3.00207e+06 |   191.286       |
+-------+-------------+-----------------+
| 24753 | 3.00385e+06 |   171.332       |
+-------+-------------+-----------------+
| 24754 | 3.00564e+06 |   245.204       |
+-------+-------------+-----------------+
| 24755 | 3.00742e+06 |   228.96        |
+-------+-------------+-----------------+
| 24756 | 3.0092e+06  |   259.933       |
+-------+-------------+-----------------+
| 24757 | 3.01098e+06 |   199.694       |
+-------+-------------+-----------------+
| 24758 | 3.01276e+06 |   169.363       |
+-------+-------------+-----------------+
| 24759 | 3.01454e+06 |   193.612       |
+-------+-------------+-----------------+
| 24760 | 3.01633e+06 |   169.799       |
+-------+-------------+-----------------+
| 24761 | 3.01811e+06 |   243.834       |
+-------+-------------+-----------------+
| 24762 | 3.01989e+06 |   228.357       |
+-------+-------------+-----------------+
| 24763 | 3.02167e+06 |   259.977       |
+-------+-------------+-----------------+
| 24764 | 3.02346e+06 |   200.02        |
+-------+-------------+-----------------+
| 24765 | 3.02524e+06 |   169.894       |
+-------+-------------+-----------------+
| 24766 | 3.02702e+06 |   194.141       |
+-------+-------------+-----------------+
| 24767 | 3.0288e+06  |   170.344       |
+-------+-------------+-----------------+
| 24768 | 3.0021e+06  |   280.009       |
+-------+-------------+-----------------+
| 24769 | 3.00389e+06 |   235.798       |
+-------+-------------+-----------------+
| 24770 | 3.00567e+06 |   307.165       |
+-------+-------------+-----------------+
| 24771 | 3.00745e+06 |   297.8         |
+-------+-------------+-----------------+
| 24772 | 3.00923e+06 |   283.874       |
+-------+-------------+-----------------+
| 24773 | 3.01101e+06 |   242.466       |
+-------+-------------+-----------------+
| 24774 | 3.0128e+06  |   238.39        |
+-------+-------------+-----------------+
| 24775 | 3.01458e+06 |   277.225       |
+-------+-------------+-----------------+
| 24776 | 3.01636e+06 |   232.723       |
+-------+-------------+-----------------+
| 24777 | 3.01814e+06 |   305.454       |
+-------+-------------+-----------------+
| 24778 | 3.01992e+06 |   297.026       |
+-------+-------------+-----------------+
| 24779 | 3.02171e+06 |   283.304       |
+-------+-------------+-----------------+
| 24780 | 3.02349e+06 |   241.612       |
+-------+-------------+-----------------+
| 24781 | 3.02527e+06 |   237.702       |
+-------+-------------+-----------------+
| 24782 | 3.02705e+06 |   276.726       |
+-------+-------------+-----------------+
| 24783 | 3.02883e+06 |   232.258       |
+-------+-------------+-----------------+
| 24784 | 3.00214e+06 |   243.426       |
+-------+-------------+-----------------+
| 24785 | 3.00392e+06 |   240.395       |
+-------+-------------+-----------------+
| 24786 | 3.0057e+06  |   353.378       |
+-------+-------------+-----------------+
| 24787 | 3.00748e+06 |   224.26        |
+-------+-------------+-----------------+
| 24788 | 3.00926e+06 |   295.906       |
+-------+-------------+-----------------+
| 24789 | 3.01105e+06 |   209.264       |
+-------+-------------+-----------------+
| 24790 | 3.01283e+06 |   260.34        |
+-------+-------------+-----------------+
| 24791 | 3.01461e+06 |   246.452       |
+-------+-------------+-----------------+
| 24792 | 3.01639e+06 |   241.924       |
+-------+-------------+-----------------+
| 24793 | 3.01818e+06 |   354.571       |
+-------+-------------+-----------------+
| 24794 | 3.01996e+06 |   225.469       |
+-------+-------------+-----------------+
| 24795 | 3.02174e+06 |   297.109       |
+-------+-------------+-----------------+
| 24796 | 3.02352e+06 |   210.51        |
+-------+-------------+-----------------+
| 24797 | 3.0253e+06  |   261.561       |
+-------+-------------+-----------------+
| 24798 | 3.02708e+06 |   247.675       |
+-------+-------------+-----------------+
| 24799 | 3.02887e+06 |   243.148       |
+-------+-------------+-----------------+
| 24800 | 3.00217e+06 |  1144.27        |
+-------+-------------+-----------------+
| 24801 | 3.00395e+06 |  1153.03        |
+-------+-------------+-----------------+
| 24802 | 3.00573e+06 |  1906.48        |
+-------+-------------+-----------------+
| 24803 | 3.00752e+06 |  1585.1         |
+-------+-------------+-----------------+
| 24804 | 3.0093e+06  |  1627.56        |
+-------+-------------+-----------------+
| 24805 | 3.01108e+06 |  1030.29        |
+-------+-------------+-----------------+
| 24806 | 3.01286e+06 |   908.754       |
+-------+-------------+-----------------+
| 24807 | 3.01464e+06 |  1132.95        |
+-------+-------------+-----------------+
| 24808 | 3.01643e+06 |  1144.31        |
+-------+-------------+-----------------+
| 24809 | 3.01821e+06 |  1904.15        |
+-------+-------------+-----------------+
| 24810 | 3.01999e+06 |  1583.65        |
+-------+-------------+-----------------+
| 24811 | 3.02177e+06 |  1625.77        |
+-------+-------------+-----------------+
| 24812 | 3.02355e+06 |  1023.7         |
+-------+-------------+-----------------+
| 24813 | 3.02534e+06 |   903.295       |
+-------+-------------+-----------------+
| 24814 | 3.02712e+06 |  1127.53        |
+-------+-------------+-----------------+
| 24815 | 3.0289e+06  |  1138.94        |
+-------+-------------+-----------------+
| 24816 | 3.0022e+06  |  1162.92        |
+-------+-------------+-----------------+
| 24817 | 3.00398e+06 |  1127.39        |
+-------+-------------+-----------------+
| 24818 | 3.00577e+06 |  2044.63        |
+-------+-------------+-----------------+
| 24819 | 3.00755e+06 |  1783.12        |
+-------+-------------+-----------------+
| 24820 | 3.00933e+06 |  1802.14        |
+-------+-------------+-----------------+
| 24821 | 3.01111e+06 |  1184.69        |
+-------+-------------+-----------------+
| 24822 | 3.0129e+06  |  1002.32        |
+-------+-------------+-----------------+
| 24823 | 3.01468e+06 |  1147.14        |
+-------+-------------+-----------------+
| 24824 | 3.01646e+06 |  1124.74        |
+-------+-------------+-----------------+
| 24825 | 3.01824e+06 |  2048.15        |
+-------+-------------+-----------------+
| 24826 | 3.02002e+06 |  1800.86        |
+-------+-------------+-----------------+
| 24827 | 3.0218e+06  |  1817.1         |
+-------+-------------+-----------------+
| 24828 | 3.02359e+06 |  1180.36        |
+-------+-------------+-----------------+
| 24829 | 3.02537e+06 |   998.583       |
+-------+-------------+-----------------+
| 24830 | 3.02715e+06 |  1148.39        |
+-------+-------------+-----------------+
| 24831 | 3.02893e+06 |  1126.6         |
+-------+-------------+-----------------+
| 24832 | 3.00224e+06 |   604.189       |
+-------+-------------+-----------------+
| 24833 | 3.00402e+06 |   711.858       |
+-------+-------------+-----------------+
| 24834 | 3.0058e+06  |  1226.16        |
+-------+-------------+-----------------+
| 24835 | 3.00758e+06 |  1243.58        |
+-------+-------------+-----------------+
| 24836 | 3.00936e+06 |  1309.77        |
+-------+-------------+-----------------+
| 24837 | 3.01115e+06 |   719.813       |
+-------+-------------+-----------------+
| 24838 | 3.01293e+06 |   573.645       |
+-------+-------------+-----------------+
| 24839 | 3.01471e+06 |   602.517       |
+-------+-------------+-----------------+
| 24840 | 3.01649e+06 |   716.204       |
+-------+-------------+-----------------+
| 24841 | 3.01827e+06 |  1227.52        |
+-------+-------------+-----------------+
| 24842 | 3.02006e+06 |  1235.62        |
+-------+-------------+-----------------+
| 24843 | 3.02184e+06 |  1302.43        |
+-------+-------------+-----------------+
| 24844 | 3.02362e+06 |   719.938       |
+-------+-------------+-----------------+
| 24845 | 3.0254e+06  |   573.068       |
+-------+-------------+-----------------+
| 24846 | 3.02718e+06 |   599.334       |
+-------+-------------+-----------------+
| 24847 | 3.02897e+06 |   712.88        |
+-------+-------------+-----------------+
| 24848 | 3.00227e+06 |  1036.81        |
+-------+-------------+-----------------+
| 24849 | 3.00405e+06 |  1043.54        |
+-------+-------------+-----------------+
| 24850 | 3.00583e+06 |  1761.5         |
+-------+-------------+-----------------+
| 24851 | 3.00762e+06 |  1575.49        |
+-------+-------------+-----------------+
| 24852 | 3.0094e+06  |  1663.03        |
+-------+-------------+-----------------+
| 24853 | 3.01118e+06 |  1255.99        |
+-------+-------------+-----------------+
| 24854 | 3.01296e+06 |  1031.77        |
+-------+-------------+-----------------+
| 24855 | 3.01474e+06 |  1023.18        |
+-------+-------------+-----------------+
| 24856 | 3.01652e+06 |  1041.4         |
+-------+-------------+-----------------+
| 24857 | 3.01831e+06 |  1761.29        |
+-------+-------------+-----------------+
| 24858 | 3.02009e+06 |  1564.87        |
+-------+-------------+-----------------+
| 24859 | 3.02187e+06 |  1645.11        |
+-------+-------------+-----------------+
| 24860 | 3.02365e+06 |  1252.86        |
+-------+-------------+-----------------+
| 24861 | 3.02544e+06 |  1032.44        |
+-------+-------------+-----------------+
| 24862 | 3.02722e+06 |  1024.55        |
+-------+-------------+-----------------+
| 24863 | 3.029e+06   |  1042.07        |
+-------+-------------+-----------------+
| 24864 | 3.0023e+06  |   593.939       |
+-------+-------------+-----------------+
| 24865 | 3.00408e+06 |   705.809       |
+-------+-------------+-----------------+
| 24866 | 3.00587e+06 |  1244.08        |
+-------+-------------+-----------------+
| 24867 | 3.00765e+06 |  1309.1         |
+-------+-------------+-----------------+
| 24868 | 3.00943e+06 |  1274.9         |
+-------+-------------+-----------------+
| 24869 | 3.01121e+06 |   742.344       |
+-------+-------------+-----------------+
| 24870 | 3.01299e+06 |   635.64        |
+-------+-------------+-----------------+
| 24871 | 3.01478e+06 |   594.713       |
+-------+-------------+-----------------+
| 24872 | 3.01656e+06 |   720.674       |
+-------+-------------+-----------------+
| 24873 | 3.01834e+06 |  1253.21        |
+-------+-------------+-----------------+
| 24874 | 3.02012e+06 |  1283.68        |
+-------+-------------+-----------------+
| 24875 | 3.0219e+06  |  1238.92        |
+-------+-------------+-----------------+
| 24876 | 3.02369e+06 |   769.567       |
+-------+-------------+-----------------+
| 24877 | 3.02547e+06 |   648.199       |
+-------+-------------+-----------------+
| 24878 | 3.02725e+06 |   598.728       |
+-------+-------------+-----------------+
| 24879 | 3.02903e+06 |   722.973       |
+-------+-------------+-----------------+
| 24880 | 3.00234e+06 |  1040.15        |
+-------+-------------+-----------------+
| 24881 | 3.00412e+06 |   967.444       |
+-------+-------------+-----------------+
| 24882 | 3.0059e+06  |  1625.13        |
+-------+-------------+-----------------+
| 24883 | 3.00768e+06 |  1263.21        |
+-------+-------------+-----------------+
| 24884 | 3.00946e+06 |  1314.42        |
+-------+-------------+-----------------+
| 24885 | 3.01124e+06 |  1086.29        |
+-------+-------------+-----------------+
| 24886 | 3.01303e+06 |   922.732       |
+-------+-------------+-----------------+
| 24887 | 3.01481e+06 |  1023.48        |
+-------+-------------+-----------------+
| 24888 | 3.01659e+06 |   967.95        |
+-------+-------------+-----------------+
| 24889 | 3.01837e+06 |  1628.56        |
+-------+-------------+-----------------+
| 24890 | 3.02016e+06 |  1265.58        |
+-------+-------------+-----------------+
| 24891 | 3.02194e+06 |  1315.8         |
+-------+-------------+-----------------+
| 24892 | 3.02372e+06 |  1087.56        |
+-------+-------------+-----------------+
| 24893 | 3.0255e+06  |   924.008       |
+-------+-------------+-----------------+
| 24894 | 3.02728e+06 |  1024.75        |
+-------+-------------+-----------------+
| 24895 | 3.02906e+06 |   969.232       |
+-------+-------------+-----------------+
| 24896 | 3.00237e+06 |   217.02        |
+-------+-------------+-----------------+
| 24897 | 3.00415e+06 |   199.251       |
+-------+-------------+-----------------+
| 24898 | 3.00593e+06 |   314.578       |
+-------+-------------+-----------------+
| 24899 | 3.00771e+06 |   266.933       |
+-------+-------------+-----------------+
| 24900 | 3.0095e+06  |   263.718       |
+-------+-------------+-----------------+
| 24901 | 3.01128e+06 |   212.13        |
+-------+-------------+-----------------+
| 24902 | 3.01306e+06 |   212.634       |
+-------+-------------+-----------------+
| 24903 | 3.01484e+06 |   222.842       |
+-------+-------------+-----------------+
| 24904 | 3.01662e+06 |   195.344       |
+-------+-------------+-----------------+
| 24905 | 3.01841e+06 |   318.218       |
+-------+-------------+-----------------+
| 24906 | 3.02019e+06 |   264.116       |
+-------+-------------+-----------------+
| 24907 | 3.02197e+06 |   267.248       |
+-------+-------------+-----------------+
| 24908 | 3.02375e+06 |   209.245       |
+-------+-------------+-----------------+
| 24909 | 3.02553e+06 |   215.146       |
+-------+-------------+-----------------+
| 24910 | 3.02732e+06 |   220.174       |
+-------+-------------+-----------------+
| 24911 | 3.0291e+06  |   198.022       |
+-------+-------------+-----------------+
| 24912 | 3.0024e+06  |   347.535       |
+-------+-------------+-----------------+
| 24913 | 3.00418e+06 |   359.218       |
+-------+-------------+-----------------+
| 24914 | 3.00596e+06 |   546.257       |
+-------+-------------+-----------------+
| 24915 | 3.00775e+06 |   543.309       |
+-------+-------------+-----------------+
| 24916 | 3.00953e+06 |   561.174       |
+-------+-------------+-----------------+
| 24917 | 3.01131e+06 |   387.438       |
+-------+-------------+-----------------+
| 24918 | 3.01309e+06 |   333.63        |
+-------+-------------+-----------------+
| 24919 | 3.01488e+06 |   355.903       |
+-------+-------------+-----------------+
| 24920 | 3.01666e+06 |   353.933       |
+-------+-------------+-----------------+
| 24921 | 3.01844e+06 |   549.966       |
+-------+-------------+-----------------+
| 24922 | 3.02022e+06 |   541.803       |
+-------+-------------+-----------------+
| 24923 | 3.022e+06   |   572.67        |
+-------+-------------+-----------------+
| 24924 | 3.02378e+06 |   379.32        |
+-------+-------------+-----------------+
| 24925 | 3.02557e+06 |   339.681       |
+-------+-------------+-----------------+
| 24926 | 3.02735e+06 |   351.135       |
+-------+-------------+-----------------+
| 24927 | 3.02913e+06 |   360.333       |
+-------+-------------+-----------------+
| 24928 | 3.00243e+06 |   433.577       |
+-------+-------------+-----------------+
| 24929 | 3.00422e+06 |   732.371       |
+-------+-------------+-----------------+
| 24930 | 3.006e+06   |  3265.81        |
+-------+-------------+-----------------+
| 24931 | 3.00778e+06 |   798.485       |
+-------+-------------+-----------------+
| 24932 | 3.00956e+06 |   864.478       |
+-------+-------------+-----------------+
| 24933 | 3.01134e+06 |   799.04        |
+-------+-------------+-----------------+
| 24934 | 3.01313e+06 |   728.884       |
+-------+-------------+-----------------+
| 24935 | 3.01491e+06 |   468.724       |
+-------+-------------+-----------------+
| 24936 | 3.01669e+06 |   710.143       |
+-------+-------------+-----------------+
| 24937 | 3.01847e+06 |  3244.03        |
+-------+-------------+-----------------+
| 24938 | 3.02025e+06 |   790.72        |
+-------+-------------+-----------------+
| 24939 | 3.02204e+06 |   869.898       |
+-------+-------------+-----------------+
| 24940 | 3.02382e+06 |   797.101       |
+-------+-------------+-----------------+
| 24941 | 3.0256e+06  |   731.144       |
+-------+-------------+-----------------+
| 24942 | 3.02738e+06 |   466.444       |
+-------+-------------+-----------------+
| 24943 | 3.02916e+06 |   709.957       |
+-------+-------------+-----------------+
| 24944 | 3.00247e+06 |   400.543       |
+-------+-------------+-----------------+
| 24945 | 3.00425e+06 |   341.044       |
+-------+-------------+-----------------+
| 24946 | 3.00603e+06 |   601.872       |
+-------+-------------+-----------------+
| 24947 | 3.00781e+06 |   477.736       |
+-------+-------------+-----------------+
| 24948 | 3.0096e+06  |   517.789       |
+-------+-------------+-----------------+
| 24949 | 3.01138e+06 |   393.965       |
+-------+-------------+-----------------+
| 24950 | 3.01316e+06 |   341.695       |
+-------+-------------+-----------------+
| 24951 | 3.01494e+06 |   407.201       |
+-------+-------------+-----------------+
| 24952 | 3.01672e+06 |   337.982       |
+-------+-------------+-----------------+
| 24953 | 3.0185e+06  |   599.882       |
+-------+-------------+-----------------+
| 24954 | 3.02029e+06 |   477.024       |
+-------+-------------+-----------------+
| 24955 | 3.02207e+06 |   516.203       |
+-------+-------------+-----------------+
| 24956 | 3.02385e+06 |   393.341       |
+-------+-------------+-----------------+
| 24957 | 3.02563e+06 |   339.298       |
+-------+-------------+-----------------+
| 24958 | 3.02742e+06 |   405.352       |
+-------+-------------+-----------------+
| 24959 | 3.0292e+06  |   335.832       |
+-------+-------------+-----------------+
| 24960 | 3.0025e+06  |   171.73        |
+-------+-------------+-----------------+
| 24961 | 3.00428e+06 |   163.923       |
+-------+-------------+-----------------+
| 24962 | 3.00606e+06 |   262.147       |
+-------+-------------+-----------------+
| 24963 | 3.00785e+06 |   230.063       |
+-------+-------------+-----------------+
| 24964 | 3.00963e+06 |   246.966       |
+-------+-------------+-----------------+
| 24965 | 3.01141e+06 |   141.119       |
+-------+-------------+-----------------+
| 24966 | 3.01319e+06 |   140.263       |
+-------+-------------+-----------------+
| 24967 | 3.01497e+06 |   174.983       |
+-------+-------------+-----------------+
| 24968 | 3.01676e+06 |   161.301       |
+-------+-------------+-----------------+
| 24969 | 3.01854e+06 |   264.439       |
+-------+-------------+-----------------+
| 24970 | 3.02032e+06 |   226.417       |
+-------+-------------+-----------------+
| 24971 | 3.0221e+06  |   248.299       |
+-------+-------------+-----------------+
| 24972 | 3.02388e+06 |   138.046       |
+-------+-------------+-----------------+
| 24973 | 3.02567e+06 |   140.829       |
+-------+-------------+-----------------+
| 24974 | 3.02745e+06 |   172.252       |
+-------+-------------+-----------------+
| 24975 | 3.02923e+06 |   162.324       |
+-------+-------------+-----------------+
| 24976 | 3.00253e+06 |    48.1796      |
+-------+-------------+-----------------+
| 24977 | 3.00432e+06 |    58.6765      |
+-------+-------------+-----------------+
| 24978 | 3.0061e+06  |    76.0353      |
+-------+-------------+-----------------+
| 24979 | 3.00788e+06 |    71.9413      |
+-------+-------------+-----------------+
| 24980 | 3.00966e+06 |    83.0306      |
+-------+-------------+-----------------+
| 24981 | 3.01144e+06 |    59.8186      |
+-------+-------------+-----------------+
| 24982 | 3.01322e+06 |    64.4173      |
+-------+-------------+-----------------+
| 24983 | 3.01501e+06 |    48.3406      |
+-------+-------------+-----------------+
| 24984 | 3.01679e+06 |    59.1698      |
+-------+-------------+-----------------+
| 24985 | 3.01857e+06 |    75.9121      |
+-------+-------------+-----------------+
| 24986 | 3.02035e+06 |    72.2995      |
+-------+-------------+-----------------+
| 24987 | 3.02214e+06 |    83.0998      |
+-------+-------------+-----------------+
| 24988 | 3.02392e+06 |    60.1567      |
+-------+-------------+-----------------+
| 24989 | 3.0257e+06  |    64.3433      |
+-------+-------------+-----------------+
| 24990 | 3.02748e+06 |    48.6991      |
+-------+-------------+-----------------+
| 24991 | 3.02926e+06 |    59.192       |
+-------+-------------+-----------------+
| 24992 | 3.00257e+06 |   465.729       |
+-------+-------------+-----------------+
| 24993 | 3.00435e+06 |   471.826       |
+-------+-------------+-----------------+
| 24994 | 3.00613e+06 |   819.127       |
+-------+-------------+-----------------+
| 24995 | 3.00791e+06 |   750.795       |
+-------+-------------+-----------------+
| 24996 | 3.00969e+06 |   814.754       |
+-------+-------------+-----------------+
| 24997 | 3.01148e+06 |   534.902       |
+-------+-------------+-----------------+
| 24998 | 3.01326e+06 |   467.115       |
+-------+-------------+-----------------+
| 24999 | 3.01504e+06 |   461.689       |
+-------+-------------+-----------------+
| 25000 | 3.01682e+06 |   466.733       |
+-------+-------------+-----------------+
| 25001 | 3.0186e+06  |   814.255       |
+-------+-------------+-----------------+
| 25002 | 3.02039e+06 |   745.794       |
+-------+-------------+-----------------+
| 25003 | 3.02217e+06 |   812.263       |
+-------+-------------+-----------------+
| 25004 | 3.02395e+06 |   533.602       |
+-------+-------------+-----------------+
| 25005 | 3.02573e+06 |   465.011       |
+-------+-------------+-----------------+
| 25006 | 3.02751e+06 |   460.002       |
+-------+-------------+-----------------+
| 25007 | 3.0293e+06  |   465.064       |
+-------+-------------+-----------------+
| 25008 | 3.0026e+06  |   771.182       |
+-------+-------------+-----------------+
| 25009 | 3.00438e+06 |   590.878       |
+-------+-------------+-----------------+
| 25010 | 3.00616e+06 |   924.212       |
+-------+-------------+-----------------+
| 25011 | 3.00794e+06 |   628.859       |
+-------+-------------+-----------------+
| 25012 | 3.00973e+06 |   659.99        |
+-------+-------------+-----------------+
| 25013 | 3.01151e+06 |   751.473       |
+-------+-------------+-----------------+
| 25014 | 3.01329e+06 |   704.717       |
+-------+-------------+-----------------+
| 25015 | 3.01507e+06 |   767.593       |
+-------+-------------+-----------------+
| 25016 | 3.01686e+06 |   604.596       |
+-------+-------------+-----------------+
| 25017 | 3.01864e+06 |   907.318       |
+-------+-------------+-----------------+
| 25018 | 3.02042e+06 |   630.662       |
+-------+-------------+-----------------+
| 25019 | 3.0222e+06  |   654.727       |
+-------+-------------+-----------------+
| 25020 | 3.02398e+06 |   755.505       |
+-------+-------------+-----------------+
| 25021 | 3.02576e+06 |   703.591       |
+-------+-------------+-----------------+
| 25022 | 3.02755e+06 |   769.628       |
+-------+-------------+-----------------+
| 25023 | 3.02933e+06 |   605.038       |
+-------+-------------+-----------------+
| 25024 | 3.00263e+06 |   622.726       |
+-------+-------------+-----------------+
| 25025 | 3.00441e+06 |   558.913       |
+-------+-------------+-----------------+
| 25026 | 3.0062e+06  |   979.181       |
+-------+-------------+-----------------+
| 25027 | 3.00798e+06 |   828.996       |
+-------+-------------+-----------------+
| 25028 | 3.00976e+06 |   781.944       |
+-------+-------------+-----------------+
| 25029 | 3.01154e+06 |   577.618       |
+-------+-------------+-----------------+
| 25030 | 3.01332e+06 |   523.052       |
+-------+-------------+-----------------+
| 25031 | 3.01511e+06 |   620.624       |
+-------+-------------+-----------------+
| 25032 | 3.01689e+06 |   564.628       |
+-------+-------------+-----------------+
| 25033 | 3.01867e+06 |   980.828       |
+-------+-------------+-----------------+
| 25034 | 3.02045e+06 |   828.64        |
+-------+-------------+-----------------+
| 25035 | 3.02223e+06 |   781.762       |
+-------+-------------+-----------------+
| 25036 | 3.02402e+06 |   579.413       |
+-------+-------------+-----------------+
| 25037 | 3.0258e+06  |   524.638       |
+-------+-------------+-----------------+
| 25038 | 3.02758e+06 |   621.736       |
+-------+-------------+-----------------+
| 25039 | 3.02936e+06 |   565.649       |
+-------+-------------+-----------------+
| 25040 | 3.00266e+06 |   337.727       |
+-------+-------------+-----------------+
| 25041 | 3.00445e+06 |   366.025       |
+-------+-------------+-----------------+
| 25042 | 3.00623e+06 |   528.975       |
+-------+-------------+-----------------+
| 25043 | 3.00801e+06 |   560.2         |
+-------+-------------+-----------------+
| 25044 | 3.00979e+06 |   601.302       |
+-------+-------------+-----------------+
| 25045 | 3.01158e+06 |   380.018       |
+-------+-------------+-----------------+
| 25046 | 3.01336e+06 |   336.054       |
+-------+-------------+-----------------+
| 25047 | 3.01514e+06 |   314.781       |
+-------+-------------+-----------------+
| 25048 | 3.01692e+06 |   362.935       |
+-------+-------------+-----------------+
| 25049 | 3.0187e+06  |   530.355       |
+-------+-------------+-----------------+
| 25050 | 3.02048e+06 |   559.426       |
+-------+-------------+-----------------+
| 25051 | 3.02227e+06 |   600.62        |
+-------+-------------+-----------------+
| 25052 | 3.02405e+06 |   379.117       |
+-------+-------------+-----------------+
| 25053 | 3.02583e+06 |   337.319       |
+-------+-------------+-----------------+
| 25054 | 3.02761e+06 |   314.904       |
+-------+-------------+-----------------+
| 25055 | 3.0294e+06  |   362.77        |
+-------+-------------+-----------------+
| 25056 | 3.00092e+06 |    86.4113      |
+-------+-------------+-----------------+
| 25057 | 3.0027e+06  |    84.4834      |
+-------+-------------+-----------------+
| 25058 | 3.00448e+06 |    75.991       |
+-------+-------------+-----------------+
| 25059 | 3.00626e+06 |    65.7952      |
+-------+-------------+-----------------+
| 25060 | 3.00804e+06 |    36.2098      |
+-------+-------------+-----------------+
| 25061 | 3.00983e+06 |    73.2277      |
+-------+-------------+-----------------+
| 25062 | 3.01161e+06 |    72.1619      |
+-------+-------------+-----------------+
| 25063 | 3.01339e+06 |    85.8792      |
+-------+-------------+-----------------+
| 25064 | 3.01517e+06 |    84.0614      |
+-------+-------------+-----------------+
| 25065 | 3.01696e+06 |    76.3528      |
+-------+-------------+-----------------+
| 25066 | 3.01874e+06 |    65.6036      |
+-------+-------------+-----------------+
| 25067 | 3.02052e+06 |    35.9866      |
+-------+-------------+-----------------+
| 25068 | 3.0223e+06  |    72.7701      |
+-------+-------------+-----------------+
| 25069 | 3.02408e+06 |    72.0414      |
+-------+-------------+-----------------+
| 25070 | 3.02586e+06 |    85.6695      |
+-------+-------------+-----------------+
| 25071 | 3.02765e+06 |    83.854       |
+-------+-------------+-----------------+
| 25072 | 3.00095e+06 |    27.5579      |
+-------+-------------+-----------------+
| 25073 | 3.00273e+06 |    29.9362      |
+-------+-------------+-----------------+
| 25074 | 3.00451e+06 |    27.3589      |
+-------+-------------+-----------------+
| 25075 | 3.0063e+06  |    38.1625      |
+-------+-------------+-----------------+
| 25076 | 3.00808e+06 |    29.6736      |
+-------+-------------+-----------------+
| 25077 | 3.00986e+06 |    26.7311      |
+-------+-------------+-----------------+
| 25078 | 3.01164e+06 |    26.701       |
+-------+-------------+-----------------+
| 25079 | 3.01342e+06 |    24.6498      |
+-------+-------------+-----------------+
| 25080 | 3.01521e+06 |    27.9515      |
+-------+-------------+-----------------+
| 25081 | 3.01699e+06 |    26.3069      |
+-------+-------------+-----------------+
| 25082 | 3.01877e+06 |    37.5858      |
+-------+-------------+-----------------+
| 25083 | 3.02055e+06 |    29.3317      |
+-------+-------------+-----------------+
| 25084 | 3.02233e+06 |    26.5001      |
+-------+-------------+-----------------+
| 25085 | 3.02412e+06 |    26.5182      |
+-------+-------------+-----------------+
| 25086 | 3.0259e+06  |    24.486       |
+-------+-------------+-----------------+
| 25087 | 3.02768e+06 |    27.7998      |
+-------+-------------+-----------------+
| 25088 | 3.00098e+06 |   104.791       |
+-------+-------------+-----------------+
| 25089 | 3.00276e+06 |    99.35        |
+-------+-------------+-----------------+
| 25090 | 3.00455e+06 |   101.932       |
+-------+-------------+-----------------+
| 25091 | 3.00633e+06 |   109.102       |
+-------+-------------+-----------------+
| 25092 | 3.00811e+06 |    99.2688      |
+-------+-------------+-----------------+
| 25093 | 3.00989e+06 |    95.1642      |
+-------+-------------+-----------------+
| 25094 | 3.01168e+06 |    99.1851      |
+-------+-------------+-----------------+
| 25095 | 3.01346e+06 |   100.18        |
+-------+-------------+-----------------+
| 25096 | 3.01524e+06 |    98.7029      |
+-------+-------------+-----------------+
| 25097 | 3.01702e+06 |   101.262       |
+-------+-------------+-----------------+
| 25098 | 3.0188e+06  |   109.384       |
+-------+-------------+-----------------+
| 25099 | 3.02058e+06 |    98.9975      |
+-------+-------------+-----------------+
| 25100 | 3.02237e+06 |    95.5208      |
+-------+-------------+-----------------+
| 25101 | 3.02415e+06 |    99.0542      |
+-------+-------------+-----------------+
| 25102 | 3.02593e+06 |   100.451       |
+-------+-------------+-----------------+
| 25103 | 3.02771e+06 |    98.6141      |
+-------+-------------+-----------------+
| 25104 | 3.00102e+06 |    39.5628      |
+-------+-------------+-----------------+
| 25105 | 3.0028e+06  |    26.1707      |
+-------+-------------+-----------------+
| 25106 | 3.00458e+06 |    30.4481      |
+-------+-------------+-----------------+
| 25107 | 3.00636e+06 |    35.0962      |
+-------+-------------+-----------------+
| 25108 | 3.00814e+06 |    31.8816      |
+-------+-------------+-----------------+
| 25109 | 3.00993e+06 |    35.5239      |
+-------+-------------+-----------------+
| 25110 | 3.01171e+06 |    41.3896      |
+-------+-------------+-----------------+
| 25111 | 3.01349e+06 |    37.4461      |
+-------+-------------+-----------------+
| 25112 | 3.01527e+06 |    28.9128      |
+-------+-------------+-----------------+
| 25113 | 3.01705e+06 |    29.1021      |
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| 25114 | 3.01884e+06 |    34.8825      |
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| 25115 | 3.02062e+06 |    31.6619      |
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| 25116 | 3.0224e+06  |    35.1794      |
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| 25117 | 3.02418e+06 |    41.0564      |
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| 25118 | 3.02596e+06 |    37.1352      |
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| 25119 | 3.02775e+06 |    28.6064      |
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| 25120 | 3.00105e+06 |    22.7562      |
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| 25121 | 3.00283e+06 |    24.4028      |
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| 25122 | 3.00461e+06 |    25.4988      |
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| 25123 | 3.0064e+06  |    26.0247      |
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| 25124 | 3.00818e+06 |    29.2616      |
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| 25125 | 3.00996e+06 |    29.0247      |
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| 25126 | 3.01174e+06 |    24.539       |
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| 25127 | 3.01352e+06 |    21.1095      |
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| 25128 | 3.0153e+06  |    23.6734      |
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| 25129 | 3.01709e+06 |    25.2609      |
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| 25130 | 3.01887e+06 |    24.1137      |
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| 25131 | 3.02065e+06 |    27.914       |
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| 25132 | 3.02243e+06 |    30.0272      |
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| 25133 | 3.02422e+06 |    25.3071      |
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| 25134 | 3.026e+06   |    20.9745      |
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| 25135 | 3.02778e+06 |    23.3739      |
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| 25136 | 3.00108e+06 |    96.2817      |
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| 25137 | 3.00286e+06 |    98.7433      |
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| 25138 | 3.00465e+06 |    93.2299      |
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| 25139 | 3.00643e+06 |   110.592       |
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| 25140 | 3.00821e+06 |    77.3019      |
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| 25141 | 3.00999e+06 |   108.505       |
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| 25142 | 3.01177e+06 |   101.15        |
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| 25143 | 3.01356e+06 |    96.8967      |
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| 25144 | 3.01534e+06 |   100.223       |
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| 25145 | 3.01712e+06 |    93.1973      |
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| 25146 | 3.0189e+06  |   111.059       |
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| 25147 | 3.02068e+06 |    77.6665      |
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| 25148 | 3.02247e+06 |   108.881       |
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| 25149 | 3.02425e+06 |   101.519       |
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| 25150 | 3.02603e+06 |    97.2745      |
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| 25151 | 3.02781e+06 |   100.601       |
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| 25152 | 3.00112e+06 |    45.7617      |
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| 25153 | 3.0029e+06  |    43.5179      |
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| 25154 | 3.00468e+06 |    50.0827      |
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| 25155 | 3.00646e+06 |    46.0059      |
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| 25156 | 3.00824e+06 |    33.3381      |
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| 25157 | 3.01002e+06 |    44.7562      |
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| 25158 | 3.01181e+06 |    51.9902      |
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| 25159 | 3.01359e+06 |    46.5166      |
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| 25160 | 3.01537e+06 |    42.8642      |
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| 25161 | 3.01715e+06 |    50.5026      |
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| 25162 | 3.01894e+06 |    45.5178      |
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| 25163 | 3.02072e+06 |    33.5018      |
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| 25164 | 3.0225e+06  |    44.3818      |
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| 25165 | 3.02428e+06 |    52.0301      |
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| 25166 | 3.02606e+06 |    46.2108      |
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| 25167 | 3.02784e+06 |    42.89        |
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| 25168 | 3.00115e+06 |    30.7538      |
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| 25169 | 3.00293e+06 |    30.8426      |
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| 25170 | 3.00471e+06 |    30.5925      |
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| 25171 | 3.00649e+06 |    41.9327      |
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| 25172 | 3.00828e+06 |    49.9165      |
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| 25173 | 3.01006e+06 |    38.4345      |
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| 25174 | 3.01184e+06 |    32.4059      |
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| 25175 | 3.01362e+06 |    30.1926      |
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| 25176 | 3.0154e+06  |    30.3958      |
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| 25177 | 3.01719e+06 |    30.5064      |
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| 25178 | 3.01897e+06 |    41.6656      |
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| 25179 | 3.02075e+06 |    49.7844      |
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| 25180 | 3.02253e+06 |    38.4776      |
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| 25181 | 3.02431e+06 |    32.4183      |
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| 25182 | 3.0261e+06  |    30.1228      |
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| 25183 | 3.02788e+06 |    30.325       |
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| 25184 | 3.00118e+06 |    62.3019      |
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| 25185 | 3.00296e+06 |    60.4352      |
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| 25186 | 3.00474e+06 |    68.748       |
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| 25187 | 3.00653e+06 |    83.6659      |
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| 25188 | 3.00831e+06 |    82.6774      |
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| 25189 | 3.01009e+06 |    57.3764      |
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| 25190 | 3.01187e+06 |    60.4304      |
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| 25191 | 3.01366e+06 |    62.4318      |
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| 25192 | 3.01544e+06 |    64.148       |
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| 25193 | 3.01722e+06 |    69.4833      |
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| 25194 | 3.019e+06   |    82.9125      |
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| 25195 | 3.02078e+06 |    82.3309      |
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| 25196 | 3.02256e+06 |    57.4824      |
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| 25197 | 3.02435e+06 |    60.5334      |
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| 25198 | 3.02613e+06 |    62.42        |
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| 25199 | 3.02791e+06 |    64.1138      |
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| 25200 | 3.00121e+06 |    54.7529      |
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| 25201 | 3.003e+06   |    52.1528      |
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| 25202 | 3.00478e+06 |    52.7828      |
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| 25203 | 3.00656e+06 |    65.8366      |
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| 25204 | 3.00834e+06 |    67.2885      |
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| 25205 | 3.01012e+06 |    48.6176      |
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| 25206 | 3.01191e+06 |    62.0433      |
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| 25207 | 3.01369e+06 |    51.4473      |
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| 25208 | 3.01547e+06 |    50.013       |
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| 25209 | 3.01725e+06 |    52.3926      |
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| 25210 | 3.01903e+06 |    64.3057      |
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| 25211 | 3.02082e+06 |    67.0087      |
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| 25212 | 3.0226e+06  |    47.1184      |
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| 25213 | 3.02438e+06 |    61.7722      |
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| 25214 | 3.02616e+06 |    49.9619      |
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| 25215 | 3.02794e+06 |    49.7284      |
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| 25216 | 3.00125e+06 |    27.5327      |
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| 25217 | 3.00303e+06 |    28.9359      |
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| 25218 | 3.00481e+06 |    27.5677      |
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| 25219 | 3.00659e+06 |    43.2406      |
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| 25220 | 3.00838e+06 |    35.1679      |
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| 25221 | 3.01016e+06 |    35.5914      |
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| 25222 | 3.01194e+06 |    35.5197      |
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| 25223 | 3.01372e+06 |    26.8398      |
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| 25224 | 3.0155e+06  |    28.4927      |
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| 25225 | 3.01728e+06 |    27.1843      |
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| 25226 | 3.01907e+06 |    42.8872      |
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| 25227 | 3.02085e+06 |    34.8299      |
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| 25228 | 3.02263e+06 |    35.2626      |
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| 25229 | 3.02441e+06 |    35.1938      |
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| 25230 | 3.0262e+06  |    26.5185      |
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| 25231 | 3.02798e+06 |    28.1735      |
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| 25232 | 3.00128e+06 |   122.114       |
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| 25233 | 3.00306e+06 |   118.238       |
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| 25234 | 3.00484e+06 |   127.418       |
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| 25235 | 3.00663e+06 |   153.439       |
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| 25236 | 3.00841e+06 |   133.925       |
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| 25237 | 3.01019e+06 |   120.458       |
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| 25238 | 3.01197e+06 |   103.406       |
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| 25239 | 3.01375e+06 |   123.781       |
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| 25240 | 3.01554e+06 |   117.523       |
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| 25241 | 3.01732e+06 |   129.235       |
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| 25242 | 3.0191e+06  |   152.881       |
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| 25243 | 3.02088e+06 |   134.467       |
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| 25244 | 3.02266e+06 |   120.102       |
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| 25245 | 3.02445e+06 |   104.521       |
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| 25246 | 3.02623e+06 |   123.568       |
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| 25247 | 3.02801e+06 |   118.451       |
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| 25248 | 3.00131e+06 |    65.6049      |
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| 25249 | 3.0031e+06  |    61.9869      |
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| 25250 | 3.00488e+06 |    75.0381      |
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| 25251 | 3.00666e+06 |   107.484       |
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| 25252 | 3.00844e+06 |   122.15        |
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| 25253 | 3.01022e+06 |    51.8365      |
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| 25254 | 3.012e+06   |    59.8216      |
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| 25256 | 3.01557e+06 |    61.9777      |
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| 25257 | 3.01735e+06 |    75.2047      |
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| 25258 | 3.01913e+06 |   106.656       |
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| 25259 | 3.02092e+06 |   121.28        |
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| 25260 | 3.0227e+06  |    51.7865      |
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| 25262 | 3.02626e+06 |    65.4642      |
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| 25263 | 3.02804e+06 |    61.6865      |
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| 25264 | 3.00135e+06 |   132.812       |
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| 25266 | 3.00491e+06 |   154.115       |
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| 25267 | 3.00669e+06 |   172.141       |
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| 25268 | 3.00847e+06 |   189.29        |
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| 25269 | 3.01026e+06 |   137.708       |
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| 25273 | 3.01738e+06 |   154.58        |
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| 25274 | 3.01917e+06 |   172.867       |
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| 25275 | 3.02095e+06 |   189.535       |
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| 25288 | 3.01564e+06 |    36.3875      |
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| 25291 | 3.02098e+06 |    40.7648      |
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| 25293 | 3.02454e+06 |    37.3576      |
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| 25294 | 3.02633e+06 |    41.6178      |
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| 25308 | 3.0228e+06  |    27.9358      |
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| 25312 | 3.00144e+06 |    97.0717      |
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| 25314 | 3.00501e+06 |   117.477       |
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| 25321 | 3.01748e+06 |   116.719       |
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| 25323 | 3.02105e+06 |    85.3317      |
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| 25372 | 3.02293e+06 |    65.1385      |
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| 25376 | 3.00158e+06 |    62.0128      |
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| 25377 | 3.00336e+06 |    66.5714      |
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| 25384 | 3.01583e+06 |    68.8165      |
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| 25386 | 3.0194e+06  |    95.3478      |
+-------+-------------+-----------------+
| 25387 | 3.02118e+06 |   107.746       |
+-------+-------------+-----------------+
| 25388 | 3.02296e+06 |    78.955       |
+-------+-------------+-----------------+
| 25389 | 3.02474e+06 |    72.8443      |
+-------+-------------+-----------------+
| 25390 | 3.02652e+06 |    62.9479      |
+-------+-------------+-----------------+
| 25391 | 3.02831e+06 |    68.9903      |
+-------+-------------+-----------------+
| 25392 | 3.00161e+06 |    58.9016      |
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| 25393 | 3.00339e+06 |    53.8112      |
+-------+-------------+-----------------+
| 25394 | 3.00517e+06 |    60.9377      |
+-------+-------------+-----------------+
| 25395 | 3.00696e+06 |    77.2169      |
+-------+-------------+-----------------+
| 25396 | 3.00874e+06 |    89.7869      |
+-------+-------------+-----------------+
| 25397 | 3.01052e+06 |    60.3493      |
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| 25398 | 3.0123e+06  |    63.1052      |
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| 25399 | 3.01408e+06 |    58.8855      |
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| 25400 | 3.01587e+06 |    55.2227      |
+-------+-------------+-----------------+
| 25401 | 3.01765e+06 |    62.4674      |
+-------+-------------+-----------------+
| 25402 | 3.01943e+06 |    78.1722      |
+-------+-------------+-----------------+
| 25403 | 3.02121e+06 |    89.7846      |
+-------+-------------+-----------------+
| 25404 | 3.02299e+06 |    60.2058      |
+-------+-------------+-----------------+
| 25405 | 3.02478e+06 |    65.1921      |
+-------+-------------+-----------------+
| 25406 | 3.02656e+06 |    59.3905      |
+-------+-------------+-----------------+
| 25407 | 3.02834e+06 |    55.6076      |
+-------+-------------+-----------------+
| 25408 | 3.00164e+06 |   210.644       |
+-------+-------------+-----------------+
| 25409 | 3.00342e+06 |   246.314       |
+-------+-------------+-----------------+
| 25410 | 3.00521e+06 |   294.681       |
+-------+-------------+-----------------+
| 25411 | 3.00699e+06 |   319.113       |
+-------+-------------+-----------------+
| 25412 | 3.00877e+06 |   302.509       |
+-------+-------------+-----------------+
| 25413 | 3.01055e+06 |   209.637       |
+-------+-------------+-----------------+
| 25414 | 3.01234e+06 |   213.219       |
+-------+-------------+-----------------+
| 25415 | 3.01412e+06 |   221.04        |
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| 25416 | 3.0159e+06  |   237.026       |
+-------+-------------+-----------------+
| 25417 | 3.01768e+06 |   299.575       |
+-------+-------------+-----------------+
| 25418 | 3.01946e+06 |   307.905       |
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| 25419 | 3.02124e+06 |   299.155       |
+-------+-------------+-----------------+
| 25420 | 3.02303e+06 |   202.704       |
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| 25421 | 3.02481e+06 |   212.19        |
+-------+-------------+-----------------+
| 25422 | 3.02659e+06 |   211.334       |
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| 25423 | 3.02837e+06 |   237.212       |
+-------+-------------+-----------------+
| 25424 | 3.00168e+06 |    15.6886      |
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| 25425 | 3.00346e+06 |    31.3845      |
+-------+-------------+-----------------+
| 25426 | 3.00524e+06 |    15.428       |
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| 25427 | 3.00702e+06 |    30.1286      |
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| 25428 | 3.0088e+06  |    20.6308      |
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| 25429 | 3.01059e+06 |    24.7195      |
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| 25430 | 3.01237e+06 |    22.4915      |
+-------+-------------+-----------------+
| 25431 | 3.01415e+06 |    21.4163      |
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| 25432 | 3.01593e+06 |    22.6309      |
+-------+-------------+-----------------+
| 25433 | 3.01771e+06 |    23.0712      |
+-------+-------------+-----------------+
| 25434 | 3.0195e+06  |    23.1373      |
+-------+-------------+-----------------+
| 25435 | 3.02128e+06 |    27.0907      |
+-------+-------------+-----------------+
| 25436 | 3.02306e+06 |    18.8984      |
+-------+-------------+-----------------+
| 25437 | 3.02484e+06 |    28.1015      |
+-------+-------------+-----------------+
| 25438 | 3.02662e+06 |    16.5967      |
+-------+-------------+-----------------+
| 25439 | 3.02841e+06 |    27.2077      |
+-------+-------------+-----------------+
| 25440 | 3.00171e+06 |    60.8604      |
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| 25441 | 3.00349e+06 |    48.1538      |
+-------+-------------+-----------------+
| 25442 | 3.00527e+06 |    68.554       |
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| 25443 | 3.00706e+06 |    85.3166      |
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| 25444 | 3.00884e+06 |    99.5843      |
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| 25445 | 3.01062e+06 |    52.8857      |
+-------+-------------+-----------------+
| 25446 | 3.0124e+06  |    60.1331      |
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| 25447 | 3.01418e+06 |    59.1244      |
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| 25448 | 3.01596e+06 |    48.6428      |
+-------+-------------+-----------------+
| 25449 | 3.01775e+06 |    67.0752      |
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| 25450 | 3.01953e+06 |    86.3055      |
+-------+-------------+-----------------+
| 25451 | 3.02131e+06 |    98.752       |
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| 25452 | 3.02309e+06 |    53.2906      |
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| 25453 | 3.02488e+06 |    59.44        |
+-------+-------------+-----------------+
| 25454 | 3.02666e+06 |    59.3432      |
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| 25455 | 3.02844e+06 |    47.9167      |
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| 25456 | 3.00174e+06 |    10.046       |
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| 25457 | 3.00352e+06 |     9.22768     |
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| 25458 | 3.00531e+06 |     9.35264     |
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| 25459 | 3.00709e+06 |    13.6762      |
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| 25460 | 3.00887e+06 |    11.4281      |
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| 25461 | 3.01065e+06 |     9.50086     |
+-------+-------------+-----------------+
| 25462 | 3.01243e+06 |     9.91062     |
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| 25463 | 3.01422e+06 |     8.81774     |
+-------+-------------+-----------------+
| 25464 | 3.016e+06   |     9.07721     |
+-------+-------------+-----------------+
| 25465 | 3.01778e+06 |     9.49869     |
+-------+-------------+-----------------+
| 25466 | 3.01956e+06 |    13.8397      |
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| 25467 | 3.02134e+06 |    11.5372      |
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| 25468 | 3.02313e+06 |     9.54871     |
+-------+-------------+-----------------+
| 25469 | 3.02491e+06 |     9.91008     |
+-------+-------------+-----------------+
| 25470 | 3.02669e+06 |     8.78669     |
+-------+-------------+-----------------+
| 25471 | 3.02847e+06 |     9.027       |
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| 25472 | 3.00178e+06 |    29.0862      |
+-------+-------------+-----------------+
| 25473 | 3.00356e+06 |    21.9977      |
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| 25474 | 3.00534e+06 |    29.869       |
+-------+-------------+-----------------+
| 25475 | 3.00712e+06 |    33.7431      |
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| 25476 | 3.0089e+06  |    36.2297      |
+-------+-------------+-----------------+
| 25477 | 3.01068e+06 |    29.0278      |
+-------+-------------+-----------------+
| 25478 | 3.01247e+06 |    31.9135      |
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| 25479 | 3.01425e+06 |    26.4948      |
+-------+-------------+-----------------+
| 25480 | 3.01603e+06 |    22.7632      |
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| 25481 | 3.01781e+06 |    29.1255      |
+-------+-------------+-----------------+
| 25482 | 3.0196e+06  |    33.9496      |
+-------+-------------+-----------------+
| 25483 | 3.02138e+06 |    35.8659      |
+-------+-------------+-----------------+
| 25484 | 3.02316e+06 |    29.0037      |
+-------+-------------+-----------------+
| 25485 | 3.02494e+06 |    31.6367      |
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| 25486 | 3.02672e+06 |    26.3812      |
+-------+-------------+-----------------+
| 25487 | 3.0285e+06  |    22.5822      |
+-------+-------------+-----------------+
| 25488 | 3.00181e+06 |    25.8995      |
+-------+-------------+-----------------+
| 25489 | 3.00359e+06 |    29.2878      |
+-------+-------------+-----------------+
| 25490 | 3.00537e+06 |    33.677       |
+-------+-------------+-----------------+
| 25491 | 3.00715e+06 |    34.3385      |
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| 25492 | 3.00894e+06 |    26.4441      |
+-------+-------------+-----------------+
| 25493 | 3.01072e+06 |    29.4414      |
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| 25494 | 3.0125e+06  |    25.447       |
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| 25495 | 3.01428e+06 |    23.2436      |
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| 25496 | 3.01606e+06 |    28.6426      |
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| 25497 | 3.01785e+06 |    33.2218      |
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| 25498 | 3.01963e+06 |    33.92        |
+-------+-------------+-----------------+
| 25499 | 3.02141e+06 |    25.8994      |
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| 25500 | 3.02319e+06 |    28.9465      |
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| 25501 | 3.02497e+06 |    25.2043      |
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| 25502 | 3.02676e+06 |    22.8386      |
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| 25503 | 3.02854e+06 |    28.1993      |
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| 25504 | 3.00184e+06 |    17.1519      |
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| 25505 | 3.00362e+06 |    15.2039      |
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| 25506 | 3.0054e+06  |    20.0798      |
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| 25507 | 3.00719e+06 |    22.7178      |
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| 25508 | 3.00897e+06 |    23.1897      |
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| 25509 | 3.01075e+06 |    19.2408      |
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| 25510 | 3.01253e+06 |    17.0236      |
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| 25511 | 3.01432e+06 |    14.5076      |
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| 25512 | 3.0161e+06  |    15.3997      |
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| 25513 | 3.01788e+06 |    19.8187      |
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| 25514 | 3.01966e+06 |    22.6614      |
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| 25515 | 3.02144e+06 |    23.0695      |
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| 25516 | 3.02322e+06 |    19.1407      |
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| 25517 | 3.02501e+06 |    16.9183      |
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| 25518 | 3.02679e+06 |    14.4038      |
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| 25519 | 3.02857e+06 |    15.2947      |
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| 25520 | 3.00187e+06 |    41.1792      |
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| 25521 | 3.00366e+06 |    34.1793      |
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| 25522 | 3.00544e+06 |    36.2989      |
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| 25523 | 3.00722e+06 |    45.7741      |
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| 25524 | 3.009e+06   |    51.1312      |
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| 25525 | 3.01078e+06 |    35.9417      |
+-------+-------------+-----------------+
| 25526 | 3.01257e+06 |    42.2006      |
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| 25527 | 3.01435e+06 |    39.6774      |
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| 25528 | 3.01613e+06 |    35.5084      |
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| 25529 | 3.01791e+06 |    34.8188      |
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| 25530 | 3.01969e+06 |    45.3813      |
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| 25531 | 3.02148e+06 |    50.4455      |
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| 25532 | 3.02326e+06 |    35.3101      |
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| 25533 | 3.02504e+06 |    41.5624      |
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| 25534 | 3.02682e+06 |    39.039       |
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| 25535 | 3.0286e+06  |    34.8716      |
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| 25536 | 3.00191e+06 |    84.7475      |
+-------+-------------+-----------------+
| 25537 | 3.00369e+06 |    87.372       |
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| 25538 | 3.00547e+06 |    80.8         |
+-------+-------------+-----------------+
| 25539 | 3.00725e+06 |    71.5176      |
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| 25540 | 3.00904e+06 |    59.2909      |
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| 25541 | 3.01082e+06 |    64.6971      |
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| 25542 | 3.0126e+06  |    70.0624      |
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| 25543 | 3.01438e+06 |    83.5111      |
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| 25544 | 3.01616e+06 |    90.0496      |
+-------+-------------+-----------------+
| 25545 | 3.01794e+06 |    79.5298      |
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| 25546 | 3.01973e+06 |    68.4573      |
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| 25547 | 3.02151e+06 |    58.206       |
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| 25548 | 3.02329e+06 |    67.4662      |
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| 25549 | 3.02507e+06 |    71.2957      |
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| 25550 | 3.02686e+06 |    82.8533      |
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| 25551 | 3.02864e+06 |    88.9091      |
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| 25552 | 3.00194e+06 |    72.9852      |
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| 25553 | 3.00372e+06 |    84.8171      |
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| 25554 | 3.0055e+06  |   101.492       |
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| 25555 | 3.00729e+06 |   105.315       |
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| 25556 | 3.00907e+06 |    91.3103      |
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| 25557 | 3.01085e+06 |    64.9036      |
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| 25558 | 3.01263e+06 |    55.5667      |
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| 25559 | 3.01441e+06 |    70.5014      |
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| 25560 | 3.0162e+06  |    86.5139      |
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| 25561 | 3.01798e+06 |    99.2821      |
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| 25562 | 3.01976e+06 |   102.937       |
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| 25563 | 3.02154e+06 |    91.2388      |
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| 25564 | 3.02332e+06 |    64.3079      |
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| 25565 | 3.02511e+06 |    55.5927      |
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| 25566 | 3.02689e+06 |    69.9937      |
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| 25567 | 3.02867e+06 |    85.5575      |
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| 25568 | 3.00197e+06 |    58.8499      |
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| 25569 | 3.00376e+06 |    59.9034      |
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| 25570 | 3.00554e+06 |    68.4315      |
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| 25571 | 3.00732e+06 |    73.8661      |
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| 25572 | 3.0091e+06  |    66.3647      |
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| 25573 | 3.01088e+06 |    53.4708      |
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| 25574 | 3.01266e+06 |    54.954       |
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| 25575 | 3.01445e+06 |    56.7657      |
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| 25576 | 3.01623e+06 |    57.7348      |
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| 25577 | 3.01801e+06 |    67.5116      |
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| 25578 | 3.01979e+06 |    72.259       |
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| 25579 | 3.02158e+06 |    64.8126      |
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| 25580 | 3.02336e+06 |    52.6931      |
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| 25581 | 3.02514e+06 |    54.1222      |
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| 25582 | 3.02692e+06 |    55.6462      |
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| 25583 | 3.0287e+06  |    56.632       |
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| 25584 | 3.00201e+06 |    34.63        |
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| 25585 | 3.00379e+06 |    40.8467      |
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| 25586 | 3.00557e+06 |    65.6547      |
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| 25587 | 3.00735e+06 |    76.7996      |
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| 25588 | 3.00913e+06 |    64.5401      |
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| 25589 | 3.01092e+06 |    36.2369      |
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| 25590 | 3.0127e+06  |    36.3477      |
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| 25591 | 3.01448e+06 |    33.5473      |
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| 25592 | 3.01626e+06 |    39.5117      |
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| 25593 | 3.01804e+06 |    64.053       |
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| 25594 | 3.01983e+06 |    75.2143      |
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| 25595 | 3.02161e+06 |    62.7422      |
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| 25596 | 3.02339e+06 |    34.3212      |
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| 25597 | 3.02517e+06 |    34.8579      |
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| 25598 | 3.02695e+06 |    32.0416      |
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| 25599 | 3.02874e+06 |    37.9987      |
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| 25600 | 3.00204e+06 |    47.5009      |
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| 25601 | 3.00382e+06 |    34.0045      |
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| 25602 | 3.0056e+06  |    45.3352      |
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| 25603 | 3.00738e+06 |    69.4324      |
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| 25604 | 3.00917e+06 |    50.9238      |
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| 25605 | 3.01095e+06 |    54.7102      |
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| 25606 | 3.01273e+06 |    46.0082      |
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| 25607 | 3.01451e+06 |    41.6962      |
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| 25608 | 3.0163e+06  |    28.093       |
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| 25609 | 3.01808e+06 |    42.7206      |
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| 25610 | 3.01986e+06 |    62.2605      |
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| 25611 | 3.02164e+06 |    50.3695      |
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| 25612 | 3.02342e+06 |    52.0248      |
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| 25613 | 3.0252e+06  |    43.1126      |
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| 25614 | 3.02699e+06 |    39.6568      |
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| 25615 | 3.02877e+06 |    26.1987      |
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| 25616 | 3.00207e+06 |    62.0501      |
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| 25617 | 3.00385e+06 |    50.6068      |
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| 25618 | 3.00564e+06 |    65.7246      |
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| 25619 | 3.00742e+06 |    74.2084      |
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| 25620 | 3.0092e+06  |    74.2319      |
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| 25621 | 3.01098e+06 |    54.6167      |
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| 25622 | 3.01276e+06 |    44.8715      |
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| 25623 | 3.01455e+06 |    63.0284      |
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| 25624 | 3.01633e+06 |    50.8491      |
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| 25625 | 3.01811e+06 |    66.0031      |
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| 25626 | 3.01989e+06 |    74.3656      |
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| 25627 | 3.02167e+06 |    74.6702      |
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| 25628 | 3.02346e+06 |    54.8543      |
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| 25629 | 3.02524e+06 |    45.0931      |
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| 25630 | 3.02702e+06 |    63.3027      |
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| 25631 | 3.0288e+06  |    51.1356      |
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| 25632 | 3.0021e+06  |    69.4191      |
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| 25633 | 3.00389e+06 |    64.031       |
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| 25634 | 3.00567e+06 |    66.6626      |
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| 25635 | 3.00745e+06 |    74.3564      |
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| 25636 | 3.00923e+06 |    69.5963      |
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| 25637 | 3.01102e+06 |    59.5739      |
+-------+-------------+-----------------+
| 25638 | 3.0128e+06  |    63.1203      |
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| 25639 | 3.01458e+06 |    67.0021      |
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| 25640 | 3.01636e+06 |    63.0201      |
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| 25641 | 3.01814e+06 |    65.9788      |
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| 25642 | 3.01992e+06 |    73.7678      |
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| 25643 | 3.02171e+06 |    69.0358      |
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| 25644 | 3.02349e+06 |    59.0207      |
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| 25645 | 3.02527e+06 |    62.5708      |
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| 25646 | 3.02705e+06 |    66.4522      |
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| 25647 | 3.02884e+06 |    62.4701      |
+-------+-------------+-----------------+
| 25648 | 3.00214e+06 |   127.045       |
+-------+-------------+-----------------+
| 25649 | 3.00392e+06 |   133.877       |
+-------+-------------+-----------------+
| 25650 | 3.0057e+06  |   134.658       |
+-------+-------------+-----------------+
| 25651 | 3.00748e+06 |   126.015       |
+-------+-------------+-----------------+
| 25652 | 3.00927e+06 |   157.433       |
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| 25653 | 3.01105e+06 |   130.911       |
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| 25654 | 3.01283e+06 |   141.305       |
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| 25655 | 3.01461e+06 |   126.74        |
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| 25656 | 3.01639e+06 |   133.607       |
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| 25657 | 3.01818e+06 |   135.401       |
+-------+-------------+-----------------+
| 25658 | 3.01996e+06 |   127.499       |
+-------+-------------+-----------------+
| 25659 | 3.02174e+06 |   158.182       |
+-------+-------------+-----------------+
| 25660 | 3.02352e+06 |   132.551       |
+-------+-------------+-----------------+
| 25661 | 3.0253e+06  |   143.011       |
+-------+-------------+-----------------+
| 25662 | 3.02709e+06 |   128.235       |
+-------+-------------+-----------------+
| 25663 | 3.02887e+06 |   135.102       |
+-------+-------------+-----------------+
| 25664 | 3.00217e+06 |   318.231       |
+-------+-------------+-----------------+
| 25665 | 3.00395e+06 |   335.449       |
+-------+-------------+-----------------+
| 25666 | 3.00574e+06 |   354.717       |
+-------+-------------+-----------------+
| 25667 | 3.00752e+06 |   382.476       |
+-------+-------------+-----------------+
| 25668 | 3.0093e+06  |   375.314       |
+-------+-------------+-----------------+
| 25669 | 3.01108e+06 |   324.925       |
+-------+-------------+-----------------+
| 25670 | 3.01286e+06 |   299.767       |
+-------+-------------+-----------------+
| 25671 | 3.01464e+06 |   303.806       |
+-------+-------------+-----------------+
| 25672 | 3.01643e+06 |   338.875       |
+-------+-------------+-----------------+
| 25673 | 3.01821e+06 |   347.833       |
+-------+-------------+-----------------+
| 25674 | 3.01999e+06 |   384.037       |
+-------+-------------+-----------------+
| 25675 | 3.02177e+06 |   369.725       |
+-------+-------------+-----------------+
| 25676 | 3.02356e+06 |   327.467       |
+-------+-------------+-----------------+
| 25677 | 3.02534e+06 |   297.204       |
+-------+-------------+-----------------+
| 25678 | 3.02712e+06 |   305.238       |
+-------+-------------+-----------------+
| 25679 | 3.0289e+06  |   335.233       |
+-------+-------------+-----------------+
| 25680 | 3.0022e+06  |   241.027       |
+-------+-------------+-----------------+
| 25681 | 3.00399e+06 |   243.128       |
+-------+-------------+-----------------+
| 25682 | 3.00577e+06 |   355.109       |
+-------+-------------+-----------------+
| 25683 | 3.00755e+06 |   363.608       |
+-------+-------------+-----------------+
| 25684 | 3.00933e+06 |   333.54        |
+-------+-------------+-----------------+
| 25685 | 3.01111e+06 |   234.181       |
+-------+-------------+-----------------+
| 25686 | 3.0129e+06  |   204.099       |
+-------+-------------+-----------------+
| 25687 | 3.01468e+06 |   244.454       |
+-------+-------------+-----------------+
| 25688 | 3.01646e+06 |   240.033       |
+-------+-------------+-----------------+
| 25689 | 3.01824e+06 |   355.1         |
+-------+-------------+-----------------+
| 25690 | 3.02002e+06 |   364.447       |
+-------+-------------+-----------------+
| 25691 | 3.02181e+06 |   336.258       |
+-------+-------------+-----------------+
| 25692 | 3.02359e+06 |   231.798       |
+-------+-------------+-----------------+
| 25693 | 3.02537e+06 |   204.491       |
+-------+-------------+-----------------+
| 25694 | 3.02715e+06 |   244.305       |
+-------+-------------+-----------------+
| 25695 | 3.02893e+06 |   240.128       |
+-------+-------------+-----------------+
| 25696 | 3.00224e+06 |   118.672       |
+-------+-------------+-----------------+
| 25697 | 3.00402e+06 |   128.302       |
+-------+-------------+-----------------+
| 25698 | 3.0058e+06  |   183.839       |
+-------+-------------+-----------------+
| 25699 | 3.00758e+06 |   203.857       |
+-------+-------------+-----------------+
| 25700 | 3.00936e+06 |   186.426       |
+-------+-------------+-----------------+
| 25701 | 3.01115e+06 |   150.802       |
+-------+-------------+-----------------+
| 25702 | 3.01293e+06 |   103.017       |
+-------+-------------+-----------------+
| 25703 | 3.01471e+06 |   116.973       |
+-------+-------------+-----------------+
| 25704 | 3.01649e+06 |   126.309       |
+-------+-------------+-----------------+
| 25705 | 3.01828e+06 |   181.99        |
+-------+-------------+-----------------+
| 25706 | 3.02006e+06 |   201.906       |
+-------+-------------+-----------------+
| 25707 | 3.02184e+06 |   184.472       |
+-------+-------------+-----------------+
| 25708 | 3.02362e+06 |   148.836       |
+-------+-------------+-----------------+
| 25709 | 3.0254e+06  |   101.082       |
+-------+-------------+-----------------+
| 25710 | 3.02718e+06 |   115.037       |
+-------+-------------+-----------------+
| 25711 | 3.02897e+06 |   124.375       |
+-------+-------------+-----------------+
| 25712 | 3.00227e+06 |   226.161       |
+-------+-------------+-----------------+
| 25713 | 3.00405e+06 |   237.52        |
+-------+-------------+-----------------+
| 25714 | 3.00583e+06 |   303.667       |
+-------+-------------+-----------------+
| 25715 | 3.00762e+06 |   341.836       |
+-------+-------------+-----------------+
| 25716 | 3.0094e+06  |   329.649       |
+-------+-------------+-----------------+
| 25717 | 3.01118e+06 |   247.045       |
+-------+-------------+-----------------+
| 25718 | 3.01296e+06 |   226.382       |
+-------+-------------+-----------------+
| 25719 | 3.01474e+06 |   217.942       |
+-------+-------------+-----------------+
| 25720 | 3.01653e+06 |   241.456       |
+-------+-------------+-----------------+
| 25721 | 3.01831e+06 |   302.818       |
+-------+-------------+-----------------+
| 25722 | 3.02009e+06 |   344.939       |
+-------+-------------+-----------------+
| 25723 | 3.02187e+06 |   325.313       |
+-------+-------------+-----------------+
| 25724 | 3.02365e+06 |   253.121       |
+-------+-------------+-----------------+
| 25725 | 3.02544e+06 |   231.514       |
+-------+-------------+-----------------+
| 25726 | 3.02722e+06 |   222.064       |
+-------+-------------+-----------------+
| 25727 | 3.029e+06   |   241.059       |
+-------+-------------+-----------------+
| 25728 | 3.0023e+06  |    78.822       |
+-------+-------------+-----------------+
| 25729 | 3.00408e+06 |    97.9879      |
+-------+-------------+-----------------+
| 25730 | 3.00587e+06 |   140.345       |
+-------+-------------+-----------------+
| 25731 | 3.00765e+06 |   160.261       |
+-------+-------------+-----------------+
| 25732 | 3.00943e+06 |   151.366       |
+-------+-------------+-----------------+
| 25733 | 3.01121e+06 |    86.5824      |
+-------+-------------+-----------------+
| 25734 | 3.013e+06   |    75.113       |
+-------+-------------+-----------------+
| 25735 | 3.01478e+06 |    76.2141      |
+-------+-------------+-----------------+
| 25736 | 3.01656e+06 |    98.6431      |
+-------+-------------+-----------------+
| 25737 | 3.01834e+06 |   137.887       |
+-------+-------------+-----------------+
| 25738 | 3.02012e+06 |   161.013       |
+-------+-------------+-----------------+
| 25739 | 3.0219e+06  |   154.599       |
+-------+-------------+-----------------+
| 25740 | 3.02369e+06 |    86.13        |
+-------+-------------+-----------------+
| 25741 | 3.02547e+06 |    74.0055      |
+-------+-------------+-----------------+
| 25742 | 3.02725e+06 |    76.1979      |
+-------+-------------+-----------------+
| 25743 | 3.02903e+06 |    98.8578      |
+-------+-------------+-----------------+
| 25744 | 3.00234e+06 |   241.469       |
+-------+-------------+-----------------+
| 25745 | 3.00412e+06 |   201.434       |
+-------+-------------+-----------------+
| 25746 | 3.0059e+06  |   301.35        |
+-------+-------------+-----------------+
| 25747 | 3.00768e+06 |   301.58        |
+-------+-------------+-----------------+
| 25748 | 3.00946e+06 |   281.892       |
+-------+-------------+-----------------+
| 25749 | 3.01125e+06 |   236.082       |
+-------+-------------+-----------------+
| 25750 | 3.01303e+06 |   191.291       |
+-------+-------------+-----------------+
| 25751 | 3.01481e+06 |   234.241       |
+-------+-------------+-----------------+
| 25752 | 3.01659e+06 |   201.135       |
+-------+-------------+-----------------+
| 25753 | 3.01837e+06 |   295.954       |
+-------+-------------+-----------------+
| 25754 | 3.02016e+06 |   299.93        |
+-------+-------------+-----------------+
| 25755 | 3.02194e+06 |   276.559       |
+-------+-------------+-----------------+
| 25756 | 3.02372e+06 |   234.925       |
+-------+-------------+-----------------+
| 25757 | 3.0255e+06  |   187.048       |
+-------+-------------+-----------------+
| 25758 | 3.02728e+06 |   232.18        |
+-------+-------------+-----------------+
| 25759 | 3.02907e+06 |   197.007       |
+-------+-------------+-----------------+
| 25760 | 3.00237e+06 |    55.5675      |
+-------+-------------+-----------------+
| 25761 | 3.00415e+06 |    52.0565      |
+-------+-------------+-----------------+
| 25762 | 3.00593e+06 |    60.3819      |
+-------+-------------+-----------------+
| 25763 | 3.00772e+06 |    65.6411      |
+-------+-------------+-----------------+
| 25764 | 3.0095e+06  |    56.5633      |
+-------+-------------+-----------------+
| 25765 | 3.01128e+06 |    55.5818      |
+-------+-------------+-----------------+
| 25766 | 3.01306e+06 |    45.8594      |
+-------+-------------+-----------------+
| 25767 | 3.01484e+06 |    57.5319      |
+-------+-------------+-----------------+
| 25768 | 3.01662e+06 |    53.441       |
+-------+-------------+-----------------+
| 25769 | 3.01841e+06 |    60.6975      |
+-------+-------------+-----------------+
| 25770 | 3.02019e+06 |    65.688       |
+-------+-------------+-----------------+
| 25771 | 3.02197e+06 |    56.7561      |
+-------+-------------+-----------------+
| 25772 | 3.02375e+06 |    55.8519      |
+-------+-------------+-----------------+
| 25773 | 3.02554e+06 |    45.6546      |
+-------+-------------+-----------------+
| 25774 | 3.02732e+06 |    57.0922      |
+-------+-------------+-----------------+
| 25775 | 3.0291e+06  |    52.981       |
+-------+-------------+-----------------+
| 25776 | 3.0024e+06  |    80.5325      |
+-------+-------------+-----------------+
| 25777 | 3.00418e+06 |    92.5227      |
+-------+-------------+-----------------+
| 25778 | 3.00597e+06 |   112.524       |
+-------+-------------+-----------------+
| 25779 | 3.00775e+06 |   127.721       |
+-------+-------------+-----------------+
| 25780 | 3.00953e+06 |   109.716       |
+-------+-------------+-----------------+
| 25781 | 3.01131e+06 |    93.3323      |
+-------+-------------+-----------------+
| 25782 | 3.01309e+06 |    76.6287      |
+-------+-------------+-----------------+
| 25783 | 3.01488e+06 |    83.0022      |
+-------+-------------+-----------------+
| 25784 | 3.01666e+06 |    96.3191      |
+-------+-------------+-----------------+
| 25785 | 3.01844e+06 |   116.002       |
+-------+-------------+-----------------+
| 25786 | 3.02022e+06 |   127.27        |
+-------+-------------+-----------------+
| 25787 | 3.022e+06   |   110.887       |
+-------+-------------+-----------------+
| 25788 | 3.02379e+06 |    94.3774      |
+-------+-------------+-----------------+
| 25789 | 3.02557e+06 |    77.7092      |
+-------+-------------+-----------------+
| 25790 | 3.02735e+06 |    84.1578      |
+-------+-------------+-----------------+
| 25791 | 3.02913e+06 |    97.3936      |
+-------+-------------+-----------------+
| 25792 | 3.00244e+06 |   108.125       |
+-------+-------------+-----------------+
| 25793 | 3.00422e+06 |    95.8111      |
+-------+-------------+-----------------+
| 25794 | 3.006e+06   |   142.952       |
+-------+-------------+-----------------+
| 25795 | 3.00778e+06 |   150.51        |
+-------+-------------+-----------------+
| 25796 | 3.00956e+06 |   146.424       |
+-------+-------------+-----------------+
| 25797 | 3.01134e+06 |   112.203       |
+-------+-------------+-----------------+
| 25798 | 3.01313e+06 |    78.0543      |
+-------+-------------+-----------------+
| 25799 | 3.01491e+06 |   108.348       |
+-------+-------------+-----------------+
| 25800 | 3.01669e+06 |    94.4673      |
+-------+-------------+-----------------+
| 25801 | 3.01847e+06 |   143.562       |
+-------+-------------+-----------------+
| 25802 | 3.02026e+06 |   149.179       |
+-------+-------------+-----------------+
| 25803 | 3.02204e+06 |   146.33        |
+-------+-------------+-----------------+
| 25804 | 3.02382e+06 |   111.512       |
+-------+-------------+-----------------+
| 25805 | 3.0256e+06  |    77.8379      |
+-------+-------------+-----------------+
| 25806 | 3.02738e+06 |   107.549       |
+-------+-------------+-----------------+
| 25807 | 3.02916e+06 |    94.0908      |
+-------+-------------+-----------------+
| 25808 | 3.00247e+06 |   122.75        |
+-------+-------------+-----------------+
| 25809 | 3.00425e+06 |    93.2557      |
+-------+-------------+-----------------+
| 25810 | 3.00603e+06 |   131.652       |
+-------+-------------+-----------------+
| 25811 | 3.00781e+06 |   111.05        |
+-------+-------------+-----------------+
| 25812 | 3.0096e+06  |   120.878       |
+-------+-------------+-----------------+
| 25813 | 3.01138e+06 |   112.335       |
+-------+-------------+-----------------+
| 25814 | 3.01316e+06 |   103.094       |
+-------+-------------+-----------------+
| 25815 | 3.01494e+06 |   120.734       |
+-------+-------------+-----------------+
| 25816 | 3.01672e+06 |    93.989       |
+-------+-------------+-----------------+
| 25817 | 3.01851e+06 |   131.582       |
+-------+-------------+-----------------+
| 25818 | 3.02029e+06 |   111.453       |
+-------+-------------+-----------------+
| 25819 | 3.02207e+06 |   121.085       |
+-------+-------------+-----------------+
| 25820 | 3.02385e+06 |   112.577       |
+-------+-------------+-----------------+
| 25821 | 3.02563e+06 |   103.364       |
+-------+-------------+-----------------+
| 25822 | 3.02742e+06 |   120.971       |
+-------+-------------+-----------------+
| 25823 | 3.0292e+06  |    94.2359      |
+-------+-------------+-----------------+
| 25824 | 3.0025e+06  |    96.0019      |
+-------+-------------+-----------------+
| 25825 | 3.00428e+06 |    50.7084      |
+-------+-------------+-----------------+
| 25826 | 3.00606e+06 |    65.7511      |
+-------+-------------+-----------------+
| 25827 | 3.00785e+06 |    73.8234      |
+-------+-------------+-----------------+
| 25828 | 3.00963e+06 |    75.6581      |
+-------+-------------+-----------------+
| 25829 | 3.01141e+06 |    51.7986      |
+-------+-------------+-----------------+
| 25830 | 3.01319e+06 |    50.6098      |
+-------+-------------+-----------------+
| 25831 | 3.01498e+06 |    97.2148      |
+-------+-------------+-----------------+
| 25832 | 3.01676e+06 |    48.8678      |
+-------+-------------+-----------------+
| 25833 | 3.01854e+06 |    65.2182      |
+-------+-------------+-----------------+
| 25834 | 3.02032e+06 |    73.5384      |
+-------+-------------+-----------------+
| 25835 | 3.0221e+06  |    75.2127      |
+-------+-------------+-----------------+
| 25836 | 3.02388e+06 |    51.3417      |
+-------+-------------+-----------------+
| 25837 | 3.02567e+06 |    50.2094      |
+-------+-------------+-----------------+
| 25838 | 3.02745e+06 |    96.7853      |
+-------+-------------+-----------------+
| 25839 | 3.02923e+06 |    48.4271      |
+-------+-------------+-----------------+
| 25840 | 3.00253e+06 |    76.3158      |
+-------+-------------+-----------------+
| 25841 | 3.00432e+06 |    64.9289      |
+-------+-------------+-----------------+
| 25842 | 3.0061e+06  |    74.0412      |
+-------+-------------+-----------------+
| 25843 | 3.00788e+06 |    77.8635      |
+-------+-------------+-----------------+
| 25844 | 3.00966e+06 |   112.179       |
+-------+-------------+-----------------+
| 25845 | 3.01144e+06 |    94.0138      |
+-------+-------------+-----------------+
| 25846 | 3.01323e+06 |    85.1612      |
+-------+-------------+-----------------+
| 25847 | 3.01501e+06 |    78.6828      |
+-------+-------------+-----------------+
| 25848 | 3.01679e+06 |    64.0194      |
+-------+-------------+-----------------+
| 25849 | 3.01857e+06 |    74.0941      |
+-------+-------------+-----------------+
| 25850 | 3.02035e+06 |    78.6748      |
+-------+-------------+-----------------+
| 25851 | 3.02214e+06 |   111.4         |
+-------+-------------+-----------------+
| 25852 | 3.02392e+06 |    96.6818      |
+-------+-------------+-----------------+
| 25853 | 3.0257e+06  |    84.6253      |
+-------+-------------+-----------------+
| 25854 | 3.02748e+06 |    78.7785      |
+-------+-------------+-----------------+
| 25855 | 3.02926e+06 |    64.3991      |
+-------+-------------+-----------------+
| 25856 | 3.00257e+06 |    85.6916      |
+-------+-------------+-----------------+
| 25857 | 3.00435e+06 |    98.3156      |
+-------+-------------+-----------------+
| 25858 | 3.00613e+06 |   129.059       |
+-------+-------------+-----------------+
| 25859 | 3.00791e+06 |   149.776       |
+-------+-------------+-----------------+
| 25860 | 3.0097e+06  |   144.817       |
+-------+-------------+-----------------+
| 25861 | 3.01148e+06 |    83.7376      |
+-------+-------------+-----------------+
| 25862 | 3.01326e+06 |    80.5308      |
+-------+-------------+-----------------+
| 25863 | 3.01504e+06 |    87.1163      |
+-------+-------------+-----------------+
| 25864 | 3.01682e+06 |    94.9013      |
+-------+-------------+-----------------+
| 25865 | 3.0186e+06  |   132.822       |
+-------+-------------+-----------------+
| 25866 | 3.02039e+06 |   145.203       |
+-------+-------------+-----------------+
| 25867 | 3.02217e+06 |   144.506       |
+-------+-------------+-----------------+
| 25868 | 3.02395e+06 |    84.0288      |
+-------+-------------+-----------------+
| 25869 | 3.02573e+06 |    82.9773      |
+-------+-------------+-----------------+
| 25870 | 3.02752e+06 |    85.6028      |
+-------+-------------+-----------------+
| 25871 | 3.0293e+06  |    96.4208      |
+-------+-------------+-----------------+
| 25872 | 3.0026e+06  |   150.192       |
+-------+-------------+-----------------+
| 25873 | 3.00438e+06 |   132.61        |
+-------+-------------+-----------------+
| 25874 | 3.00616e+06 |   161.552       |
+-------+-------------+-----------------+
| 25875 | 3.00795e+06 |   165.543       |
+-------+-------------+-----------------+
| 25876 | 3.00973e+06 |   149.268       |
+-------+-------------+-----------------+
| 25877 | 3.01151e+06 |   140.238       |
+-------+-------------+-----------------+
| 25878 | 3.01329e+06 |   135.705       |
+-------+-------------+-----------------+
| 25879 | 3.01507e+06 |   148.054       |
+-------+-------------+-----------------+
| 25880 | 3.01686e+06 |   132.99        |
+-------+-------------+-----------------+
| 25881 | 3.01864e+06 |   161.587       |
+-------+-------------+-----------------+
| 25882 | 3.02042e+06 |   165.374       |
+-------+-------------+-----------------+
| 25883 | 3.0222e+06  |   148.797       |
+-------+-------------+-----------------+
| 25884 | 3.02398e+06 |   139.192       |
+-------+-------------+-----------------+
| 25885 | 3.02577e+06 |   134.469       |
+-------+-------------+-----------------+
| 25886 | 3.02755e+06 |   147.063       |
+-------+-------------+-----------------+
| 25887 | 3.02933e+06 |   132.022       |
+-------+-------------+-----------------+
| 25888 | 3.00263e+06 |   157.447       |
+-------+-------------+-----------------+
| 25889 | 3.00442e+06 |   162.664       |
+-------+-------------+-----------------+
| 25890 | 3.0062e+06  |   180.124       |
+-------+-------------+-----------------+
| 25891 | 3.00798e+06 |   209.068       |
+-------+-------------+-----------------+
| 25892 | 3.00976e+06 |   194.228       |
+-------+-------------+-----------------+
| 25893 | 3.01154e+06 |   150.689       |
+-------+-------------+-----------------+
| 25894 | 3.01332e+06 |   132.972       |
+-------+-------------+-----------------+
| 25895 | 3.01511e+06 |   156.584       |
+-------+-------------+-----------------+
| 25896 | 3.01689e+06 |   163.331       |
+-------+-------------+-----------------+
| 25897 | 3.01867e+06 |   180.542       |
+-------+-------------+-----------------+
| 25898 | 3.02045e+06 |   209.292       |
+-------+-------------+-----------------+
| 25899 | 3.02224e+06 |   194.104       |
+-------+-------------+-----------------+
| 25900 | 3.02402e+06 |   150.598       |
+-------+-------------+-----------------+
| 25901 | 3.0258e+06  |   132.773       |
+-------+-------------+-----------------+
| 25902 | 3.02758e+06 |   156.509       |
+-------+-------------+-----------------+
| 25903 | 3.02936e+06 |   163.271       |
+-------+-------------+-----------------+
| 25904 | 3.00267e+06 |   104.992       |
+-------+-------------+-----------------+
| 25905 | 3.00445e+06 |   109.592       |
+-------+-------------+-----------------+
| 25906 | 3.00623e+06 |   121.454       |
+-------+-------------+-----------------+
| 25907 | 3.00801e+06 |   159.442       |
+-------+-------------+-----------------+
| 25908 | 3.00979e+06 |   146.71        |
+-------+-------------+-----------------+
| 25909 | 3.01158e+06 |   106.673       |
+-------+-------------+-----------------+
| 25910 | 3.01336e+06 |   105.562       |
+-------+-------------+-----------------+
| 25911 | 3.01514e+06 |   100.539       |
+-------+-------------+-----------------+
| 25912 | 3.01692e+06 |   106.197       |
+-------+-------------+-----------------+
| 25913 | 3.0187e+06  |   119.398       |
+-------+-------------+-----------------+
| 25914 | 3.02049e+06 |   158.104       |
+-------+-------------+-----------------+
| 25915 | 3.02227e+06 |   145.811       |
+-------+-------------+-----------------+
| 25916 | 3.02405e+06 |   106.079       |
+-------+-------------+-----------------+
| 25917 | 3.02583e+06 |   105.155       |
+-------+-------------+-----------------+
| 25918 | 3.02761e+06 |   100.188       |
+-------+-------------+-----------------+
| 25919 | 3.0294e+06  |   105.898       |
+-------+-------------+-----------------+
| 25920 | 3.00092e+06 |  4048.7         |
+-------+-------------+-----------------+
| 25921 | 3.0027e+06  |  2118.91        |
+-------+-------------+-----------------+
| 25922 | 3.00448e+06 |  2189.17        |
+-------+-------------+-----------------+
| 25923 | 3.00626e+06 |  2350.85        |
+-------+-------------+-----------------+
| 25924 | 3.00805e+06 |  1477.82        |
+-------+-------------+-----------------+
| 25925 | 3.00983e+06 |  2931.39        |
+-------+-------------+-----------------+
| 25926 | 3.01161e+06 |  2662.48        |
+-------+-------------+-----------------+
| 25927 | 3.01339e+06 |  4050.26        |
+-------+-------------+-----------------+
| 25928 | 3.01517e+06 |  2129.4         |
+-------+-------------+-----------------+
| 25929 | 3.01696e+06 |  2199.02        |
+-------+-------------+-----------------+
| 25930 | 3.01874e+06 |  2358.62        |
+-------+-------------+-----------------+
| 25931 | 3.02052e+06 |  1485.48        |
+-------+-------------+-----------------+
| 25932 | 3.0223e+06  |  2939.08        |
+-------+-------------+-----------------+
| 25933 | 3.02408e+06 |  2670.21        |
+-------+-------------+-----------------+
| 25934 | 3.02587e+06 |  4058.18        |
+-------+-------------+-----------------+
| 25935 | 3.02765e+06 |  2137.34        |
+-------+-------------+-----------------+
| 25936 | 3.00095e+06 |   220           |
+-------+-------------+-----------------+
| 25937 | 3.00273e+06 |   221.793       |
+-------+-------------+-----------------+
| 25938 | 3.00452e+06 |   244.964       |
+-------+-------------+-----------------+
| 25939 | 3.0063e+06  |   285.191       |
+-------+-------------+-----------------+
| 25940 | 3.00808e+06 |   294.886       |
+-------+-------------+-----------------+
| 25941 | 3.00986e+06 |   254.643       |
+-------+-------------+-----------------+
| 25942 | 3.01164e+06 |   323.709       |
+-------+-------------+-----------------+
| 25943 | 3.01342e+06 |   223.908       |
+-------+-------------+-----------------+
| 25944 | 3.01521e+06 |   227.964       |
+-------+-------------+-----------------+
| 25945 | 3.01699e+06 |   249.225       |
+-------+-------------+-----------------+
| 25946 | 3.01877e+06 |   287.988       |
+-------+-------------+-----------------+
| 25947 | 3.02055e+06 |   296.579       |
+-------+-------------+-----------------+
| 25948 | 3.02234e+06 |   255.871       |
+-------+-------------+-----------------+
| 25949 | 3.02412e+06 |   324.008       |
+-------+-------------+-----------------+
| 25950 | 3.0259e+06  |   224.792       |
+-------+-------------+-----------------+
| 25951 | 3.02768e+06 |   228.686       |
+-------+-------------+-----------------+
| 25952 | 3.00098e+06 |  1165.87        |
+-------+-------------+-----------------+
| 25953 | 3.00277e+06 |  1217.23        |
+-------+-------------+-----------------+
| 25954 | 3.00455e+06 |  1550.66        |
+-------+-------------+-----------------+
| 25955 | 3.00633e+06 |  1562.72        |
+-------+-------------+-----------------+
| 25956 | 3.00811e+06 |  1688.67        |
+-------+-------------+-----------------+
| 25957 | 3.00989e+06 |  1381.19        |
+-------+-------------+-----------------+
| 25958 | 3.01168e+06 |  2120.93        |
+-------+-------------+-----------------+
| 25959 | 3.01346e+06 |  1139.07        |
+-------+-------------+-----------------+
| 25960 | 3.01524e+06 |  1243.38        |
+-------+-------------+-----------------+
| 25961 | 3.01702e+06 |  1561.54        |
+-------+-------------+-----------------+
| 25962 | 3.0188e+06  |  1559.56        |
+-------+-------------+-----------------+
| 25963 | 3.02059e+06 |  1675.29        |
+-------+-------------+-----------------+
| 25964 | 3.02237e+06 |  1387.75        |
+-------+-------------+-----------------+
| 25965 | 3.02415e+06 |  2134.59        |
+-------+-------------+-----------------+
| 25966 | 3.02593e+06 |  1143.51        |
+-------+-------------+-----------------+
| 25967 | 3.02771e+06 |  1243.75        |
+-------+-------------+-----------------+
| 25968 | 3.00102e+06 |   312.688       |
+-------+-------------+-----------------+
| 25969 | 3.0028e+06  |   336.466       |
+-------+-------------+-----------------+
| 25970 | 3.00458e+06 |   319.146       |
+-------+-------------+-----------------+
| 25971 | 3.00636e+06 |   402.345       |
+-------+-------------+-----------------+
| 25972 | 3.00814e+06 |   364.299       |
+-------+-------------+-----------------+
| 25973 | 3.00993e+06 |   344.466       |
+-------+-------------+-----------------+
| 25974 | 3.01171e+06 |   419.703       |
+-------+-------------+-----------------+
| 25975 | 3.01349e+06 |   314.461       |
+-------+-------------+-----------------+
| 25976 | 3.01527e+06 |   338.536       |
+-------+-------------+-----------------+
| 25977 | 3.01706e+06 |   321.796       |
+-------+-------------+-----------------+
| 25978 | 3.01884e+06 |   401.085       |
+-------+-------------+-----------------+
| 25979 | 3.02062e+06 |   365.789       |
+-------+-------------+-----------------+
| 25980 | 3.0224e+06  |   344.979       |
+-------+-------------+-----------------+
| 25981 | 3.02418e+06 |   420.994       |
+-------+-------------+-----------------+
| 25982 | 3.02596e+06 |   315.444       |
+-------+-------------+-----------------+
| 25983 | 3.02775e+06 |   340.084       |
+-------+-------------+-----------------+
| 25984 | 3.00105e+06 |   180.944       |
+-------+-------------+-----------------+
| 25985 | 3.00283e+06 |   204.108       |
+-------+-------------+-----------------+
| 25986 | 3.00461e+06 |   215.639       |
+-------+-------------+-----------------+
| 25987 | 3.0064e+06  |   272.104       |
+-------+-------------+-----------------+
| 25988 | 3.00818e+06 |   231.448       |
+-------+-------------+-----------------+
| 25989 | 3.00996e+06 |   208.033       |
+-------+-------------+-----------------+
| 25990 | 3.01174e+06 |   261.89        |
+-------+-------------+-----------------+
| 25991 | 3.01352e+06 |   192.537       |
+-------+-------------+-----------------+
| 25992 | 3.01531e+06 |   200.601       |
+-------+-------------+-----------------+
| 25993 | 3.01709e+06 |   221.254       |
+-------+-------------+-----------------+
| 25994 | 3.01887e+06 |   269.896       |
+-------+-------------+-----------------+
| 25995 | 3.02065e+06 |   236.526       |
+-------+-------------+-----------------+
| 25996 | 3.02243e+06 |   206.24        |
+-------+-------------+-----------------+
| 25997 | 3.02422e+06 |   266.572       |
+-------+-------------+-----------------+
| 25998 | 3.026e+06   |   191.099       |
+-------+-------------+-----------------+
| 25999 | 3.02778e+06 |   204.955       |
+-------+-------------+-----------------+
| 26000 | 3.00108e+06 |   375.336       |
+-------+-------------+-----------------+
| 26001 | 3.00286e+06 |   387.941       |
+-------+-------------+-----------------+
| 26002 | 3.00465e+06 |   393.117       |
+-------+-------------+-----------------+
| 26003 | 3.00643e+06 |   519.425       |
+-------+-------------+-----------------+
| 26004 | 3.00821e+06 |   419.181       |
+-------+-------------+-----------------+
| 26005 | 3.00999e+06 |   427.625       |
+-------+-------------+-----------------+
| 26006 | 3.01178e+06 |   511.437       |
+-------+-------------+-----------------+
| 26007 | 3.01356e+06 |   357.03        |
+-------+-------------+-----------------+
| 26008 | 3.01534e+06 |   400.708       |
+-------+-------------+-----------------+
| 26009 | 3.01712e+06 |   385.151       |
+-------+-------------+-----------------+
| 26010 | 3.0189e+06  |   527.66        |
+-------+-------------+-----------------+
| 26011 | 3.02068e+06 |   416.992       |
+-------+-------------+-----------------+
| 26012 | 3.02247e+06 |   431.959       |
+-------+-------------+-----------------+
| 26013 | 3.02425e+06 |   508.202       |
+-------+-------------+-----------------+
| 26014 | 3.02603e+06 |   358.805       |
+-------+-------------+-----------------+
| 26015 | 3.02781e+06 |   401.028       |
+-------+-------------+-----------------+
| 26016 | 3.00112e+06 |   584.892       |
+-------+-------------+-----------------+
| 26017 | 3.0029e+06  |   588.315       |
+-------+-------------+-----------------+
| 26018 | 3.00468e+06 |   614.81        |
+-------+-------------+-----------------+
| 26019 | 3.00646e+06 |   680.541       |
+-------+-------------+-----------------+
| 26020 | 3.00824e+06 |   622.674       |
+-------+-------------+-----------------+
| 26021 | 3.01003e+06 |   730.828       |
+-------+-------------+-----------------+
| 26022 | 3.01181e+06 |  1024.56        |
+-------+-------------+-----------------+
| 26023 | 3.01359e+06 |   588.871       |
+-------+-------------+-----------------+
| 26024 | 3.01537e+06 |   593.527       |
+-------+-------------+-----------------+
| 26025 | 3.01715e+06 |   620.143       |
+-------+-------------+-----------------+
| 26026 | 3.01894e+06 |   684.678       |
+-------+-------------+-----------------+
| 26027 | 3.02072e+06 |   624.576       |
+-------+-------------+-----------------+
| 26028 | 3.0225e+06  |   733.105       |
+-------+-------------+-----------------+
| 26029 | 3.02428e+06 |  1026.66        |
+-------+-------------+-----------------+
| 26030 | 3.02606e+06 |   591.143       |
+-------+-------------+-----------------+
| 26031 | 3.02785e+06 |   595.743       |
+-------+-------------+-----------------+
| 26032 | 3.00115e+06 |   486.508       |
+-------+-------------+-----------------+
| 26033 | 3.00293e+06 |   490.169       |
+-------+-------------+-----------------+
| 26034 | 3.00471e+06 |   595.149       |
+-------+-------------+-----------------+
| 26035 | 3.0065e+06  |   628.191       |
+-------+-------------+-----------------+
| 26036 | 3.00828e+06 |   755.956       |
+-------+-------------+-----------------+
| 26037 | 3.01006e+06 |   587.964       |
+-------+-------------+-----------------+
| 26038 | 3.01184e+06 |   877.923       |
+-------+-------------+-----------------+
| 26039 | 3.01362e+06 |   479.962       |
+-------+-------------+-----------------+
| 26040 | 3.0154e+06  |   506.736       |
+-------+-------------+-----------------+
| 26041 | 3.01719e+06 |   581.221       |
+-------+-------------+-----------------+
| 26042 | 3.01897e+06 |   642.432       |
+-------+-------------+-----------------+
| 26043 | 3.02075e+06 |   748.277       |
+-------+-------------+-----------------+
| 26044 | 3.02253e+06 |   604.115       |
+-------+-------------+-----------------+
| 26045 | 3.02432e+06 |   867.706       |
+-------+-------------+-----------------+
| 26046 | 3.0261e+06  |   490.409       |
+-------+-------------+-----------------+
| 26047 | 3.02788e+06 |   501.592       |
+-------+-------------+-----------------+
| 26048 | 3.00118e+06 |  1118.99        |
+-------+-------------+-----------------+
| 26049 | 3.00296e+06 |  1136.4         |
+-------+-------------+-----------------+
| 26050 | 3.00475e+06 |  1290.8         |
+-------+-------------+-----------------+
| 26051 | 3.00653e+06 |  1536.66        |
+-------+-------------+-----------------+
| 26052 | 3.00831e+06 |  1895.59        |
+-------+-------------+-----------------+
| 26053 | 3.01009e+06 |  1350.92        |
+-------+-------------+-----------------+
| 26054 | 3.01187e+06 |  2138.05        |
+-------+-------------+-----------------+
| 26055 | 3.01366e+06 |  1122.18        |
+-------+-------------+-----------------+
| 26056 | 3.01544e+06 |  1117.96        |
+-------+-------------+-----------------+
| 26057 | 3.01722e+06 |  1376.27        |
+-------+-------------+-----------------+
| 26058 | 3.019e+06   |  1484.12        |
+-------+-------------+-----------------+
| 26059 | 3.02078e+06 |  1844.12        |
+-------+-------------+-----------------+
| 26060 | 3.02257e+06 |  1332.35        |
+-------+-------------+-----------------+
| 26061 | 3.02435e+06 |  2147.24        |
+-------+-------------+-----------------+
| 26062 | 3.02613e+06 |  1124.04        |
+-------+-------------+-----------------+
| 26063 | 3.02791e+06 |  1125.26        |
+-------+-------------+-----------------+
| 26064 | 3.00122e+06 |   973.79        |
+-------+-------------+-----------------+
| 26065 | 3.003e+06   |  1223.65        |
+-------+-------------+-----------------+
| 26066 | 3.00478e+06 |  1273.48        |
+-------+-------------+-----------------+
| 26067 | 3.00656e+06 |  1875.5         |
+-------+-------------+-----------------+
| 26068 | 3.00834e+06 |  2172.19        |
+-------+-------------+-----------------+
| 26069 | 3.01012e+06 |  1443.53        |
+-------+-------------+-----------------+
| 26070 | 3.01191e+06 |  3000.98        |
+-------+-------------+-----------------+
| 26071 | 3.01369e+06 |   936.741       |
+-------+-------------+-----------------+
| 26072 | 3.01547e+06 |  1197.28        |
+-------+-------------+-----------------+
| 26073 | 3.01725e+06 |  1238.14        |
+-------+-------------+-----------------+
| 26074 | 3.01904e+06 |  1869.38        |
+-------+-------------+-----------------+
| 26075 | 3.02082e+06 |  2156.49        |
+-------+-------------+-----------------+
| 26076 | 3.0226e+06  |  1421.62        |
+-------+-------------+-----------------+
| 26077 | 3.02438e+06 |  2984.68        |
+-------+-------------+-----------------+
| 26078 | 3.02616e+06 |   923.013       |
+-------+-------------+-----------------+
| 26079 | 3.02794e+06 |  1184.79        |
+-------+-------------+-----------------+
| 26080 | 3.00125e+06 |   399.504       |
+-------+-------------+-----------------+
| 26081 | 3.00303e+06 |   461.959       |
+-------+-------------+-----------------+
| 26082 | 3.00481e+06 |   473.654       |
+-------+-------------+-----------------+
| 26083 | 3.00659e+06 |   653.211       |
+-------+-------------+-----------------+
| 26084 | 3.00838e+06 |   544.721       |
+-------+-------------+-----------------+
| 26085 | 3.01016e+06 |   496.318       |
+-------+-------------+-----------------+
| 26086 | 3.01194e+06 |   581.211       |
+-------+-------------+-----------------+
| 26087 | 3.01372e+06 |   392.133       |
+-------+-------------+-----------------+
| 26088 | 3.0155e+06  |   453.354       |
+-------+-------------+-----------------+
| 26089 | 3.01729e+06 |   465.766       |
+-------+-------------+-----------------+
| 26090 | 3.01907e+06 |   654.398       |
+-------+-------------+-----------------+
| 26091 | 3.02085e+06 |   550.905       |
+-------+-------------+-----------------+
| 26092 | 3.02263e+06 |   496.239       |
+-------+-------------+-----------------+
| 26093 | 3.02441e+06 |   583.298       |
+-------+-------------+-----------------+
| 26094 | 3.0262e+06  |   393.605       |
+-------+-------------+-----------------+
| 26095 | 3.02798e+06 |   454.836       |
+-------+-------------+-----------------+
| 26096 | 3.00128e+06 |  3368.83        |
+-------+-------------+-----------------+
| 26097 | 3.00306e+06 |  1965.34        |
+-------+-------------+-----------------+
| 26098 | 3.00484e+06 |  2449.1         |
+-------+-------------+-----------------+
| 26099 | 3.00663e+06 |  2913.3         |
+-------+-------------+-----------------+
| 26100 | 3.00841e+06 |  3148.97        |
+-------+-------------+-----------------+
| 26101 | 3.01019e+06 |  2269.14        |
+-------+-------------+-----------------+
| 26102 | 3.01197e+06 |  2249.07        |
+-------+-------------+-----------------+
| 26103 | 3.01376e+06 |  3379.67        |
+-------+-------------+-----------------+
| 26104 | 3.01554e+06 |  1957.81        |
+-------+-------------+-----------------+
| 26105 | 3.01732e+06 |  2448.81        |
+-------+-------------+-----------------+
| 26106 | 3.0191e+06  |  2918.85        |
+-------+-------------+-----------------+
| 26107 | 3.02088e+06 |  3156.55        |
+-------+-------------+-----------------+
| 26108 | 3.02266e+06 |  2254.1         |
+-------+-------------+-----------------+
| 26109 | 3.02445e+06 |  2239.25        |
+-------+-------------+-----------------+
| 26110 | 3.02623e+06 |  3375.5         |
+-------+-------------+-----------------+
| 26111 | 3.02801e+06 |  1952.52        |
+-------+-------------+-----------------+
| 26112 | 3.00131e+06 |   724.352       |
+-------+-------------+-----------------+
| 26113 | 3.0031e+06  |   836.587       |
+-------+-------------+-----------------+
| 26114 | 3.00488e+06 |   906.109       |
+-------+-------------+-----------------+
| 26115 | 3.00666e+06 |  1324.32        |
+-------+-------------+-----------------+
| 26116 | 3.00844e+06 |  1664.64        |
+-------+-------------+-----------------+
| 26117 | 3.01022e+06 |   796.933       |
+-------+-------------+-----------------+
| 26118 | 3.01201e+06 |  1155.13        |
+-------+-------------+-----------------+
| 26119 | 3.01379e+06 |   746.987       |
+-------+-------------+-----------------+
| 26120 | 3.01557e+06 |   830.113       |
+-------+-------------+-----------------+
| 26121 | 3.01735e+06 |   923.532       |
+-------+-------------+-----------------+
| 26122 | 3.01913e+06 |  1306.72        |
+-------+-------------+-----------------+
| 26123 | 3.02092e+06 |  1638.71        |
+-------+-------------+-----------------+
| 26124 | 3.0227e+06  |   815.22        |
+-------+-------------+-----------------+
| 26125 | 3.02448e+06 |  1162.81        |
+-------+-------------+-----------------+
| 26126 | 3.02626e+06 |   745.158       |
+-------+-------------+-----------------+
| 26127 | 3.02804e+06 |   831.691       |
+-------+-------------+-----------------+
| 26128 | 3.00135e+06 |   837.114       |
+-------+-------------+-----------------+
| 26129 | 3.00313e+06 |   775.644       |
+-------+-------------+-----------------+
| 26130 | 3.00491e+06 |   986.31        |
+-------+-------------+-----------------+
| 26131 | 3.00669e+06 |  1343.98        |
+-------+-------------+-----------------+
| 26132 | 3.00848e+06 |  1606.04        |
+-------+-------------+-----------------+
| 26133 | 3.01026e+06 |   901.606       |
+-------+-------------+-----------------+
| 26134 | 3.01204e+06 |  1793.7         |
+-------+-------------+-----------------+
| 26135 | 3.01382e+06 |   808.47        |
+-------+-------------+-----------------+
| 26136 | 3.0156e+06  |   746.887       |
+-------+-------------+-----------------+
| 26137 | 3.01738e+06 |   959.449       |
+-------+-------------+-----------------+
| 26138 | 3.01917e+06 |  1306.08        |
+-------+-------------+-----------------+
| 26139 | 3.02095e+06 |  1572.77        |
+-------+-------------+-----------------+
| 26140 | 3.02273e+06 |   872.493       |
+-------+-------------+-----------------+
| 26141 | 3.02451e+06 |  1761.54        |
+-------+-------------+-----------------+
| 26142 | 3.0263e+06  |   776.511       |
+-------+-------------+-----------------+
| 26143 | 3.02808e+06 |   714.93        |
+-------+-------------+-----------------+
| 26144 | 3.00138e+06 |   379.448       |
+-------+-------------+-----------------+
| 26145 | 3.00316e+06 |   411.729       |
+-------+-------------+-----------------+
| 26146 | 3.00494e+06 |   574.611       |
+-------+-------------+-----------------+
| 26147 | 3.00673e+06 |   427.894       |
+-------+-------------+-----------------+
| 26148 | 3.00851e+06 |   444.768       |
+-------+-------------+-----------------+
| 26149 | 3.01029e+06 |   548.223       |
+-------+-------------+-----------------+
| 26150 | 3.01207e+06 |   569.361       |
+-------+-------------+-----------------+
| 26151 | 3.01385e+06 |   369.329       |
+-------+-------------+-----------------+
| 26152 | 3.01564e+06 |   411.587       |
+-------+-------------+-----------------+
| 26153 | 3.01742e+06 |   580.514       |
+-------+-------------+-----------------+
| 26154 | 3.0192e+06  |   421.047       |
+-------+-------------+-----------------+
| 26155 | 3.02098e+06 |   446.403       |
+-------+-------------+-----------------+
| 26156 | 3.02276e+06 |   548.748       |
+-------+-------------+-----------------+
| 26157 | 3.02455e+06 |   555.579       |
+-------+-------------+-----------------+
| 26158 | 3.02633e+06 |   362.846       |
+-------+-------------+-----------------+
| 26159 | 3.02811e+06 |   406.53        |
+-------+-------------+-----------------+
| 26160 | 3.00141e+06 |  1690.59        |
+-------+-------------+-----------------+
| 26161 | 3.0032e+06  |  1126           |
+-------+-------------+-----------------+
| 26162 | 3.00498e+06 |  1424.99        |
+-------+-------------+-----------------+
| 26163 | 3.00676e+06 |  1363.72        |
+-------+-------------+-----------------+
| 26164 | 3.00854e+06 |  1402.82        |
+-------+-------------+-----------------+
| 26165 | 3.01032e+06 |  1371.97        |
+-------+-------------+-----------------+
| 26166 | 3.0121e+06  |  1318.83        |
+-------+-------------+-----------------+
| 26167 | 3.01389e+06 |  1680.59        |
+-------+-------------+-----------------+
| 26168 | 3.01567e+06 |  1137.37        |
+-------+-------------+-----------------+
| 26169 | 3.01745e+06 |  1407.39        |
+-------+-------------+-----------------+
| 26170 | 3.01923e+06 |  1337.17        |
+-------+-------------+-----------------+
| 26171 | 3.02102e+06 |  1413.1         |
+-------+-------------+-----------------+
| 26172 | 3.0228e+06  |  1392.39        |
+-------+-------------+-----------------+
| 26173 | 3.02458e+06 |  1326.28        |
+-------+-------------+-----------------+
| 26174 | 3.02636e+06 |  1686.75        |
+-------+-------------+-----------------+
| 26175 | 3.02814e+06 |  1140.63        |
+-------+-------------+-----------------+
| 26176 | 3.00145e+06 |  5921.63        |
+-------+-------------+-----------------+
| 26177 | 3.00323e+06 |  3013.53        |
+-------+-------------+-----------------+
| 26178 | 3.00501e+06 |  3658.79        |
+-------+-------------+-----------------+
| 26179 | 3.00679e+06 |  4213.77        |
+-------+-------------+-----------------+
| 26180 | 3.00857e+06 |  3811.78        |
+-------+-------------+-----------------+
| 26181 | 3.01036e+06 |  3895.64        |
+-------+-------------+-----------------+
| 26182 | 3.01214e+06 |  3813.07        |
+-------+-------------+-----------------+
| 26183 | 3.01392e+06 |  5998.42        |
+-------+-------------+-----------------+
| 26184 | 3.0157e+06  |  3074.43        |
+-------+-------------+-----------------+
| 26185 | 3.01748e+06 |  3715.88        |
+-------+-------------+-----------------+
| 26186 | 3.01927e+06 |  4233.84        |
+-------+-------------+-----------------+
| 26187 | 3.02105e+06 |  3822.71        |
+-------+-------------+-----------------+
| 26188 | 3.02283e+06 |  3891.93        |
+-------+-------------+-----------------+
| 26189 | 3.02461e+06 |  3801.9         |
+-------+-------------+-----------------+
| 26190 | 3.02639e+06 |  6009.63        |
+-------+-------------+-----------------+
| 26191 | 3.02818e+06 |  3084.43        |
+-------+-------------+-----------------+
| 26192 | 3.00148e+06 |  2681.65        |
+-------+-------------+-----------------+
| 26193 | 3.00326e+06 |  1288.83        |
+-------+-------------+-----------------+
| 26194 | 3.00504e+06 |  2089.24        |
+-------+-------------+-----------------+
| 26195 | 3.00682e+06 |  1826.97        |
+-------+-------------+-----------------+
| 26196 | 3.00861e+06 |  1451.51        |
+-------+-------------+-----------------+
| 26197 | 3.01039e+06 |  1399.37        |
+-------+-------------+-----------------+
| 26198 | 3.01217e+06 |  1223.74        |
+-------+-------------+-----------------+
| 26199 | 3.01395e+06 |  2539.22        |
+-------+-------------+-----------------+
| 26200 | 3.01574e+06 |  1220.83        |
+-------+-------------+-----------------+
| 26201 | 3.01752e+06 |  2032.55        |
+-------+-------------+-----------------+
| 26202 | 3.0193e+06  |  1827.12        |
+-------+-------------+-----------------+
| 26203 | 3.02108e+06 |  1470.71        |
+-------+-------------+-----------------+
| 26204 | 3.02286e+06 |  1407.82        |
+-------+-------------+-----------------+
| 26205 | 3.02464e+06 |  1229.12        |
+-------+-------------+-----------------+
| 26206 | 3.02643e+06 |  2541.3         |
+-------+-------------+-----------------+
| 26207 | 3.02821e+06 |  1220.33        |
+-------+-------------+-----------------+
| 26208 | 3.00151e+06 |   933.248       |
+-------+-------------+-----------------+
| 26209 | 3.00329e+06 |   356.907       |
+-------+-------------+-----------------+
| 26210 | 3.00508e+06 |   558.547       |
+-------+-------------+-----------------+
| 26211 | 3.00686e+06 |   572.268       |
+-------+-------------+-----------------+
| 26212 | 3.00864e+06 |   729.706       |
+-------+-------------+-----------------+
| 26213 | 3.01042e+06 |   473.936       |
+-------+-------------+-----------------+
| 26214 | 3.0122e+06  |   454.097       |
+-------+-------------+-----------------+
| 26215 | 3.01399e+06 |   914.301       |
+-------+-------------+-----------------+
| 26216 | 3.01577e+06 |   370.309       |
+-------+-------------+-----------------+
| 26217 | 3.01755e+06 |   534.381       |
+-------+-------------+-----------------+
| 26218 | 3.01933e+06 |   586.287       |
+-------+-------------+-----------------+
| 26219 | 3.02111e+06 |   720.72        |
+-------+-------------+-----------------+
| 26220 | 3.0229e+06  |   486.765       |
+-------+-------------+-----------------+
| 26221 | 3.02468e+06 |   436.772       |
+-------+-------------+-----------------+
| 26222 | 3.02646e+06 |   924.503       |
+-------+-------------+-----------------+
| 26223 | 3.02824e+06 |   358.441       |
+-------+-------------+-----------------+
| 26224 | 3.00154e+06 |  4010.56        |
+-------+-------------+-----------------+
| 26225 | 3.00333e+06 |  2169.17        |
+-------+-------------+-----------------+
| 26226 | 3.00511e+06 |  2584.44        |
+-------+-------------+-----------------+
| 26227 | 3.00689e+06 |  3174.97        |
+-------+-------------+-----------------+
| 26228 | 3.00867e+06 |  3730.72        |
+-------+-------------+-----------------+
| 26229 | 3.01046e+06 |  2842.36        |
+-------+-------------+-----------------+
| 26230 | 3.01224e+06 |  2433.79        |
+-------+-------------+-----------------+
| 26231 | 3.01402e+06 |  4005.45        |
+-------+-------------+-----------------+
| 26232 | 3.0158e+06  |  2167.31        |
+-------+-------------+-----------------+
| 26233 | 3.01758e+06 |  2597.49        |
+-------+-------------+-----------------+
| 26234 | 3.01936e+06 |  3167.22        |
+-------+-------------+-----------------+
| 26235 | 3.02115e+06 |  3725           |
+-------+-------------+-----------------+
| 26236 | 3.02293e+06 |  2850.97        |
+-------+-------------+-----------------+
| 26237 | 3.02471e+06 |  2433.27        |
+-------+-------------+-----------------+
| 26238 | 3.02649e+06 |  4007.06        |
+-------+-------------+-----------------+
| 26239 | 3.02828e+06 |  2168.8         |
+-------+-------------+-----------------+
| 26240 | 3.00158e+06 |  1113.27        |
+-------+-------------+-----------------+
| 26241 | 3.00336e+06 |  1287.92        |
+-------+-------------+-----------------+
| 26242 | 3.00514e+06 |  1379.44        |
+-------+-------------+-----------------+
| 26243 | 3.00692e+06 |  2070.11        |
+-------+-------------+-----------------+
| 26244 | 3.00871e+06 |  2323.12        |
+-------+-------------+-----------------+
| 26245 | 3.01049e+06 |  1448.35        |
+-------+-------------+-----------------+
| 26246 | 3.01227e+06 |  2839.08        |
+-------+-------------+-----------------+
| 26247 | 3.01405e+06 |  1103.15        |
+-------+-------------+-----------------+
| 26248 | 3.01583e+06 |  1301.42        |
+-------+-------------+-----------------+
| 26249 | 3.01762e+06 |  1370.2         |
+-------+-------------+-----------------+
| 26250 | 3.0194e+06  |  2076.67        |
+-------+-------------+-----------------+
| 26251 | 3.02118e+06 |  2329.33        |
+-------+-------------+-----------------+
| 26252 | 3.02296e+06 |  1454.7         |
+-------+-------------+-----------------+
| 26253 | 3.02474e+06 |  2840.32        |
+-------+-------------+-----------------+
| 26254 | 3.02653e+06 |  1106.87        |
+-------+-------------+-----------------+
| 26255 | 3.02831e+06 |  1305.43        |
+-------+-------------+-----------------+
| 26256 | 3.00161e+06 |   684.243       |
+-------+-------------+-----------------+
| 26257 | 3.00339e+06 |   786.306       |
+-------+-------------+-----------------+
| 26258 | 3.00518e+06 |   942.747       |
+-------+-------------+-----------------+
| 26259 | 3.00696e+06 |  1341.44        |
+-------+-------------+-----------------+
| 26260 | 3.00874e+06 |  1610.85        |
+-------+-------------+-----------------+
| 26261 | 3.01052e+06 |   964.701       |
+-------+-------------+-----------------+
| 26262 | 3.0123e+06  |  2141.78        |
+-------+-------------+-----------------+
| 26263 | 3.01408e+06 |   666.981       |
+-------+-------------+-----------------+
| 26264 | 3.01587e+06 |   773.915       |
+-------+-------------+-----------------+
| 26265 | 3.01765e+06 |   933.466       |
+-------+-------------+-----------------+
| 26266 | 3.01943e+06 |  1330.46        |
+-------+-------------+-----------------+
| 26267 | 3.02121e+06 |  1601.05        |
+-------+-------------+-----------------+
| 26268 | 3.023e+06   |   954.035       |
+-------+-------------+-----------------+
| 26269 | 3.02478e+06 |  2132.05        |
+-------+-------------+-----------------+
| 26270 | 3.02656e+06 |   657.052       |
+-------+-------------+-----------------+
| 26271 | 3.02834e+06 |   763.956       |
+-------+-------------+-----------------+
| 26272 | 3.00164e+06 | 10957.7         |
+-------+-------------+-----------------+
| 26273 | 3.00343e+06 |  6591.9         |
+-------+-------------+-----------------+
| 26274 | 3.00521e+06 |  8477.06        |
+-------+-------------+-----------------+
| 26275 | 3.00699e+06 |  9679.74        |
+-------+-------------+-----------------+
| 26276 | 3.00877e+06 |  9887.94        |
+-------+-------------+-----------------+
| 26277 | 3.01055e+06 |  8195.17        |
+-------+-------------+-----------------+
| 26278 | 3.01234e+06 |  7658.33        |
+-------+-------------+-----------------+
| 26279 | 3.01412e+06 | 11150.4         |
+-------+-------------+-----------------+
| 26280 | 3.0159e+06  |  6730.42        |
+-------+-------------+-----------------+
| 26281 | 3.01768e+06 |  8504.98        |
+-------+-------------+-----------------+
| 26282 | 3.01946e+06 |  9745.5         |
+-------+-------------+-----------------+
| 26283 | 3.02125e+06 |  9969.91        |
+-------+-------------+-----------------+
| 26284 | 3.02303e+06 |  8183.1         |
+-------+-------------+-----------------+
| 26285 | 3.02481e+06 |  7626.67        |
+-------+-------------+-----------------+
| 26286 | 3.02659e+06 | 11186           |
+-------+-------------+-----------------+
| 26287 | 3.02837e+06 |  6763.05        |
+-------+-------------+-----------------+
| 26288 | 3.00168e+06 |   403.732       |
+-------+-------------+-----------------+
| 26289 | 3.00346e+06 |   494.039       |
+-------+-------------+-----------------+
| 26290 | 3.00524e+06 |   504.015       |
+-------+-------------+-----------------+
| 26291 | 3.00702e+06 |   612.537       |
+-------+-------------+-----------------+
| 26292 | 3.0088e+06  |   621.845       |
+-------+-------------+-----------------+
| 26293 | 3.01059e+06 |   576.331       |
+-------+-------------+-----------------+
| 26294 | 3.01237e+06 |  1176.42        |
+-------+-------------+-----------------+
| 26295 | 3.01415e+06 |   398.756       |
+-------+-------------+-----------------+
| 26296 | 3.01593e+06 |   505.137       |
+-------+-------------+-----------------+
| 26297 | 3.01772e+06 |   496.002       |
+-------+-------------+-----------------+
| 26298 | 3.0195e+06  |   621.694       |
+-------+-------------+-----------------+
| 26299 | 3.02128e+06 |   627.272       |
+-------+-------------+-----------------+
| 26300 | 3.02306e+06 |   571.674       |
+-------+-------------+-----------------+
| 26301 | 3.02484e+06 |  1179.32        |
+-------+-------------+-----------------+
| 26302 | 3.02662e+06 |   400.224       |
+-------+-------------+-----------------+
| 26303 | 3.02841e+06 |   508.39        |
+-------+-------------+-----------------+
| 26304 | 3.00171e+06 |   929.079       |
+-------+-------------+-----------------+
| 26305 | 3.00349e+06 |  1124.61        |
+-------+-------------+-----------------+
| 26306 | 3.00527e+06 |  1316.09        |
+-------+-------------+-----------------+
| 26307 | 3.00706e+06 |  1604.31        |
+-------+-------------+-----------------+
| 26308 | 3.00884e+06 |  1648.55        |
+-------+-------------+-----------------+
| 26309 | 3.01062e+06 |  1183.56        |
+-------+-------------+-----------------+
| 26310 | 3.0124e+06  |  2677           |
+-------+-------------+-----------------+
| 26311 | 3.01418e+06 |   939.405       |
+-------+-------------+-----------------+
| 26312 | 3.01597e+06 |  1132.3         |
+-------+-------------+-----------------+
| 26313 | 3.01775e+06 |  1327.05        |
+-------+-------------+-----------------+
| 26314 | 3.01953e+06 |  1609.48        |
+-------+-------------+-----------------+
| 26315 | 3.02131e+06 |  1653.33        |
+-------+-------------+-----------------+
| 26316 | 3.02309e+06 |  1190.21        |
+-------+-------------+-----------------+
| 26317 | 3.02488e+06 |  2683.16        |
+-------+-------------+-----------------+
| 26318 | 3.02666e+06 |   945.946       |
+-------+-------------+-----------------+
| 26319 | 3.02844e+06 |  1138.9         |
+-------+-------------+-----------------+
| 26320 | 3.00174e+06 |   164.068       |
+-------+-------------+-----------------+
| 26321 | 3.00352e+06 |   206.776       |
+-------+-------------+-----------------+
| 26322 | 3.00531e+06 |   231.582       |
+-------+-------------+-----------------+
| 26323 | 3.00709e+06 |   312.452       |
+-------+-------------+-----------------+
| 26324 | 3.00887e+06 |   285           |
+-------+-------------+-----------------+
| 26325 | 3.01065e+06 |   218.155       |
+-------+-------------+-----------------+
| 26326 | 3.01244e+06 |   389.518       |
+-------+-------------+-----------------+
| 26327 | 3.01422e+06 |   168.403       |
+-------+-------------+-----------------+
| 26328 | 3.016e+06   |   209.647       |
+-------+-------------+-----------------+
| 26329 | 3.01778e+06 |   238.791       |
+-------+-------------+-----------------+
| 26330 | 3.01956e+06 |   316.021       |
+-------+-------------+-----------------+
| 26331 | 3.02134e+06 |   291.731       |
+-------+-------------+-----------------+
| 26332 | 3.02313e+06 |   222.225       |
+-------+-------------+-----------------+
| 26333 | 3.02491e+06 |   395.417       |
+-------+-------------+-----------------+
| 26334 | 3.02669e+06 |   172.401       |
+-------+-------------+-----------------+
| 26335 | 3.02847e+06 |   216.075       |
+-------+-------------+-----------------+
| 26336 | 3.00178e+06 |  1090.03        |
+-------+-------------+-----------------+
| 26337 | 3.00356e+06 |  1201.03        |
+-------+-------------+-----------------+
| 26338 | 3.00534e+06 |  1285.7         |
+-------+-------------+-----------------+
| 26339 | 3.00712e+06 |  1596.38        |
+-------+-------------+-----------------+
| 26340 | 3.0089e+06  |  1611.75        |
+-------+-------------+-----------------+
| 26341 | 3.01069e+06 |  1388.75        |
+-------+-------------+-----------------+
| 26342 | 3.01247e+06 |  2290.93        |
+-------+-------------+-----------------+
| 26343 | 3.01425e+06 |  1115.14        |
+-------+-------------+-----------------+
| 26344 | 3.01603e+06 |  1228.43        |
+-------+-------------+-----------------+
| 26345 | 3.01781e+06 |  1327.94        |
+-------+-------------+-----------------+
| 26346 | 3.0196e+06  |  1613.54        |
+-------+-------------+-----------------+
| 26347 | 3.02138e+06 |  1641.03        |
+-------+-------------+-----------------+
| 26348 | 3.02316e+06 |  1414.6         |
+-------+-------------+-----------------+
| 26349 | 3.02494e+06 |  2322.34        |
+-------+-------------+-----------------+
| 26350 | 3.02672e+06 |  1143.62        |
+-------+-------------+-----------------+
| 26351 | 3.02851e+06 |  1256.77        |
+-------+-------------+-----------------+
| 26352 | 3.00181e+06 |   483.119       |
+-------+-------------+-----------------+
| 26353 | 3.00359e+06 |   570.015       |
+-------+-------------+-----------------+
| 26354 | 3.00537e+06 |   644.747       |
+-------+-------------+-----------------+
| 26355 | 3.00716e+06 |   739.512       |
+-------+-------------+-----------------+
| 26356 | 3.00894e+06 |   685.754       |
+-------+-------------+-----------------+
| 26357 | 3.01072e+06 |   700.609       |
+-------+-------------+-----------------+
| 26358 | 3.0125e+06  |  1113.35        |
+-------+-------------+-----------------+
| 26359 | 3.01428e+06 |   515.113       |
+-------+-------------+-----------------+
| 26360 | 3.01606e+06 |   569.633       |
+-------+-------------+-----------------+
| 26361 | 3.01785e+06 |   640.358       |
+-------+-------------+-----------------+
| 26362 | 3.01963e+06 |   733.883       |
+-------+-------------+-----------------+
| 26363 | 3.02141e+06 |   682.333       |
+-------+-------------+-----------------+
| 26364 | 3.02319e+06 |   696.447       |
+-------+-------------+-----------------+
| 26365 | 3.02498e+06 |  1103.52        |
+-------+-------------+-----------------+
| 26366 | 3.02676e+06 |   508.852       |
+-------+-------------+-----------------+
| 26367 | 3.02854e+06 |   564.235       |
+-------+-------------+-----------------+
| 26368 | 3.00184e+06 |   277.441       |
+-------+-------------+-----------------+
| 26369 | 3.00362e+06 |   328.402       |
+-------+-------------+-----------------+
| 26370 | 3.00541e+06 |   363.35        |
+-------+-------------+-----------------+
| 26371 | 3.00719e+06 |   453.713       |
+-------+-------------+-----------------+
| 26372 | 3.00897e+06 |   463.732       |
+-------+-------------+-----------------+
| 26373 | 3.01075e+06 |   370.525       |
+-------+-------------+-----------------+
| 26374 | 3.01253e+06 |   635.342       |
+-------+-------------+-----------------+
| 26375 | 3.01432e+06 |   289.064       |
+-------+-------------+-----------------+
| 26376 | 3.0161e+06  |   333.543       |
+-------+-------------+-----------------+
| 26377 | 3.01788e+06 |   367.167       |
+-------+-------------+-----------------+
| 26378 | 3.01966e+06 |   456.648       |
+-------+-------------+-----------------+
| 26379 | 3.02144e+06 |   466.159       |
+-------+-------------+-----------------+
| 26380 | 3.02323e+06 |   372.995       |
+-------+-------------+-----------------+
| 26381 | 3.02501e+06 |   637.429       |
+-------+-------------+-----------------+
| 26382 | 3.02679e+06 |   291.312       |
+-------+-------------+-----------------+
| 26383 | 3.02857e+06 |   335.819       |
+-------+-------------+-----------------+
| 26384 | 3.00188e+06 |   997.745       |
+-------+-------------+-----------------+
| 26385 | 3.00366e+06 |  1219.67        |
+-------+-------------+-----------------+
| 26386 | 3.00544e+06 |  1377.25        |
+-------+-------------+-----------------+
| 26387 | 3.00722e+06 |  1570.05        |
+-------+-------------+-----------------+
| 26388 | 3.009e+06   |  1559.98        |
+-------+-------------+-----------------+
| 26389 | 3.01078e+06 |  1347.22        |
+-------+-------------+-----------------+
| 26390 | 3.01257e+06 |  2760.79        |
+-------+-------------+-----------------+
| 26391 | 3.01435e+06 |   991.744       |
+-------+-------------+-----------------+
| 26392 | 3.01613e+06 |  1242.14        |
+-------+-------------+-----------------+
| 26393 | 3.01791e+06 |  1334.76        |
+-------+-------------+-----------------+
| 26394 | 3.0197e+06  |  1574.38        |
+-------+-------------+-----------------+
| 26395 | 3.02148e+06 |  1577.94        |
+-------+-------------+-----------------+
| 26396 | 3.02326e+06 |  1353.45        |
+-------+-------------+-----------------+
| 26397 | 3.02504e+06 |  2759.66        |
+-------+-------------+-----------------+
| 26398 | 3.02682e+06 |   993.461       |
+-------+-------------+-----------------+
| 26399 | 3.0286e+06  |  1249.05        |
+-------+-------------+-----------------+
| 26400 | 3.00191e+06 |  3935.12        |
+-------+-------------+-----------------+
| 26401 | 3.00369e+06 |  2408.16        |
+-------+-------------+-----------------+
| 26402 | 3.00547e+06 |  2544.24        |
+-------+-------------+-----------------+
| 26403 | 3.00725e+06 |  2756.05        |
+-------+-------------+-----------------+
| 26404 | 3.00904e+06 |  2368.66        |
+-------+-------------+-----------------+
| 26405 | 3.01082e+06 |  2922.74        |
+-------+-------------+-----------------+
| 26406 | 3.0126e+06  |  2744.22        |
+-------+-------------+-----------------+
| 26407 | 3.01438e+06 |  3945.85        |
+-------+-------------+-----------------+
| 26408 | 3.01616e+06 |  2437.53        |
+-------+-------------+-----------------+
| 26409 | 3.01795e+06 |  2574.48        |
+-------+-------------+-----------------+
| 26410 | 3.01973e+06 |  2783.33        |
+-------+-------------+-----------------+
| 26411 | 3.02151e+06 |  2393.69        |
+-------+-------------+-----------------+
| 26412 | 3.02329e+06 |  2947.45        |
+-------+-------------+-----------------+
| 26413 | 3.02507e+06 |  2768.99        |
+-------+-------------+-----------------+
| 26414 | 3.02686e+06 |  3970.75        |
+-------+-------------+-----------------+
| 26415 | 3.02864e+06 |  2462.51        |
+-------+-------------+-----------------+
| 26416 | 3.00194e+06 |  3202.99        |
+-------+-------------+-----------------+
| 26417 | 3.00372e+06 |  1996.86        |
+-------+-------------+-----------------+
| 26418 | 3.0055e+06  |  2195.05        |
+-------+-------------+-----------------+
| 26419 | 3.00729e+06 |  2602.18        |
+-------+-------------+-----------------+
| 26420 | 3.00907e+06 |  2552.06        |
+-------+-------------+-----------------+
| 26421 | 3.01085e+06 |  2356.19        |
+-------+-------------+-----------------+
| 26422 | 3.01263e+06 |  2150.92        |
+-------+-------------+-----------------+
| 26423 | 3.01442e+06 |  3331.78        |
+-------+-------------+-----------------+
| 26424 | 3.0162e+06  |  2090.13        |
+-------+-------------+-----------------+
| 26425 | 3.01798e+06 |  2255.26        |
+-------+-------------+-----------------+
| 26426 | 3.01976e+06 |  2667.82        |
+-------+-------------+-----------------+
| 26427 | 3.02154e+06 |  2630.19        |
+-------+-------------+-----------------+
| 26428 | 3.02332e+06 |  2436.14        |
+-------+-------------+-----------------+
| 26429 | 3.02511e+06 |  2226.11        |
+-------+-------------+-----------------+
| 26430 | 3.02689e+06 |  3405.95        |
+-------+-------------+-----------------+
| 26431 | 3.02867e+06 |  2165.79        |
+-------+-------------+-----------------+
| 26432 | 3.00197e+06 |  1237.04        |
+-------+-------------+-----------------+
| 26433 | 3.00376e+06 |  1392.8         |
+-------+-------------+-----------------+
| 26434 | 3.00554e+06 |  1656.86        |
+-------+-------------+-----------------+
| 26435 | 3.00732e+06 |  2030.07        |
+-------+-------------+-----------------+
| 26436 | 3.0091e+06  |  2030.61        |
+-------+-------------+-----------------+
| 26437 | 3.01088e+06 |  1683.52        |
+-------+-------------+-----------------+
| 26438 | 3.01267e+06 |  2700.82        |
+-------+-------------+-----------------+
| 26439 | 3.01445e+06 |  1236.62        |
+-------+-------------+-----------------+
| 26440 | 3.01623e+06 |  1389.48        |
+-------+-------------+-----------------+
| 26441 | 3.01801e+06 |  1652.56        |
+-------+-------------+-----------------+
| 26442 | 3.01979e+06 |  2021.27        |
+-------+-------------+-----------------+
| 26443 | 3.02158e+06 |  2021.29        |
+-------+-------------+-----------------+
| 26444 | 3.02336e+06 |  1680.77        |
+-------+-------------+-----------------+
| 26445 | 3.02514e+06 |  2695.7         |
+-------+-------------+-----------------+
| 26446 | 3.02692e+06 |  1230.92        |
+-------+-------------+-----------------+
| 26447 | 3.0287e+06  |  1383.81        |
+-------+-------------+-----------------+
| 26448 | 3.00201e+06 |  3196.84        |
+-------+-------------+-----------------+
| 26449 | 3.00379e+06 |  1648.42        |
+-------+-------------+-----------------+
| 26450 | 3.00557e+06 |  1984.31        |
+-------+-------------+-----------------+
| 26451 | 3.00735e+06 |  2468.12        |
+-------+-------------+-----------------+
| 26452 | 3.00914e+06 |  2987.32        |
+-------+-------------+-----------------+
| 26453 | 3.01092e+06 |  1797           |
+-------+-------------+-----------------+
| 26454 | 3.0127e+06  |  1762.11        |
+-------+-------------+-----------------+
| 26455 | 3.01448e+06 |  2891.4         |
+-------+-------------+-----------------+
| 26456 | 3.01626e+06 |  1530.26        |
+-------+-------------+-----------------+
| 26457 | 3.01804e+06 |  1966.12        |
+-------+-------------+-----------------+
| 26458 | 3.01983e+06 |  2474.31        |
+-------+-------------+-----------------+
| 26459 | 3.02161e+06 |  2999.93        |
+-------+-------------+-----------------+
| 26460 | 3.02339e+06 |  1827.95        |
+-------+-------------+-----------------+
| 26461 | 3.02517e+06 |  1791.49        |
+-------+-------------+-----------------+
| 26462 | 3.02696e+06 |  2899.65        |
+-------+-------------+-----------------+
| 26463 | 3.02874e+06 |  1523.95        |
+-------+-------------+-----------------+
| 26464 | 3.00204e+06 |   918.823       |
+-------+-------------+-----------------+
| 26465 | 3.00382e+06 |   938.951       |
+-------+-------------+-----------------+
| 26466 | 3.0056e+06  |  1077.85        |
+-------+-------------+-----------------+
| 26467 | 3.00739e+06 |  1320.69        |
+-------+-------------+-----------------+
| 26468 | 3.00917e+06 |  1187.51        |
+-------+-------------+-----------------+
| 26469 | 3.01095e+06 |  1333.94        |
+-------+-------------+-----------------+
| 26470 | 3.01273e+06 |  2049.2         |
+-------+-------------+-----------------+
| 26471 | 3.01451e+06 |   901.348       |
+-------+-------------+-----------------+
| 26472 | 3.0163e+06  |   923.932       |
+-------+-------------+-----------------+
| 26473 | 3.01808e+06 |  1076.89        |
+-------+-------------+-----------------+
| 26474 | 3.01986e+06 |  1324.69        |
+-------+-------------+-----------------+
| 26475 | 3.02164e+06 |  1197.12        |
+-------+-------------+-----------------+
| 26476 | 3.02342e+06 |  1331.69        |
+-------+-------------+-----------------+
| 26477 | 3.02521e+06 |  2054.11        |
+-------+-------------+-----------------+
| 26478 | 3.02699e+06 |   906.472       |
+-------+-------------+-----------------+
| 26479 | 3.02877e+06 |   928.88        |
+-------+-------------+-----------------+
| 26480 | 3.00207e+06 |  2757.28        |
+-------+-------------+-----------------+
| 26481 | 3.00386e+06 |  1684.71        |
+-------+-------------+-----------------+
| 26482 | 3.00564e+06 |  1959.63        |
+-------+-------------+-----------------+
| 26483 | 3.00742e+06 |  2209.97        |
+-------+-------------+-----------------+
| 26484 | 3.0092e+06  |  2596.03        |
+-------+-------------+-----------------+
| 26485 | 3.01098e+06 |  1962.98        |
+-------+-------------+-----------------+
| 26486 | 3.01276e+06 |  1720.97        |
+-------+-------------+-----------------+
| 26487 | 3.01455e+06 |  2658.59        |
+-------+-------------+-----------------+
| 26488 | 3.01633e+06 |  1623.39        |
+-------+-------------+-----------------+
| 26489 | 3.01811e+06 |  1943.03        |
+-------+-------------+-----------------+
| 26490 | 3.01989e+06 |  2209.69        |
+-------+-------------+-----------------+
| 26491 | 3.02168e+06 |  2600.25        |
+-------+-------------+-----------------+
| 26492 | 3.02346e+06 |  1962.19        |
+-------+-------------+-----------------+
| 26493 | 3.02524e+06 |  1716.64        |
+-------+-------------+-----------------+
| 26494 | 3.02702e+06 |  2652.74        |
+-------+-------------+-----------------+
| 26495 | 3.0288e+06  |  1617.01        |
+-------+-------------+-----------------+
| 26496 | 3.00211e+06 |  3451.82        |
+-------+-------------+-----------------+
| 26497 | 3.00389e+06 |  2252.54        |
+-------+-------------+-----------------+
| 26498 | 3.00567e+06 |  2694.42        |
+-------+-------------+-----------------+
| 26499 | 3.00745e+06 |  3045.4         |
+-------+-------------+-----------------+
| 26500 | 3.00923e+06 |  2982.6         |
+-------+-------------+-----------------+
| 26501 | 3.01102e+06 |  2644.13        |
+-------+-------------+-----------------+
| 26502 | 3.0128e+06  |  2457.3         |
+-------+-------------+-----------------+
| 26503 | 3.01458e+06 |  3465.9         |
+-------+-------------+-----------------+
| 26504 | 3.01636e+06 |  2243.93        |
+-------+-------------+-----------------+
| 26505 | 3.01814e+06 |  2678.68        |
+-------+-------------+-----------------+
| 26506 | 3.01993e+06 |  2951.79        |
+-------+-------------+-----------------+
| 26507 | 3.02171e+06 |  2931.25        |
+-------+-------------+-----------------+
| 26508 | 3.02349e+06 |  2668.13        |
+-------+-------------+-----------------+
| 26509 | 3.02527e+06 |  2436.93        |
+-------+-------------+-----------------+
| 26510 | 3.02705e+06 |  3439.63        |
+-------+-------------+-----------------+
| 26511 | 3.02884e+06 |  2231.6         |
+-------+-------------+-----------------+
| 26512 | 3.00214e+06 |  1186.03        |
+-------+-------------+-----------------+
| 26513 | 3.00392e+06 |  1244.5         |
+-------+-------------+-----------------+
| 26514 | 3.0057e+06  |  1381.3         |
+-------+-------------+-----------------+
| 26515 | 3.00748e+06 |  1469.37        |
+-------+-------------+-----------------+
| 26516 | 3.00927e+06 |  1623.99        |
+-------+-------------+-----------------+
| 26517 | 3.01105e+06 |  1384.04        |
+-------+-------------+-----------------+
| 26518 | 3.01283e+06 |  1962.44        |
+-------+-------------+-----------------+
| 26519 | 3.01461e+06 |  1197.04        |
+-------+-------------+-----------------+
| 26520 | 3.0164e+06  |  1243.21        |
+-------+-------------+-----------------+
| 26521 | 3.01818e+06 |  1384.82        |
+-------+-------------+-----------------+
| 26522 | 3.01996e+06 |  1478.88        |
+-------+-------------+-----------------+
| 26523 | 3.02174e+06 |  1635.73        |
+-------+-------------+-----------------+
| 26524 | 3.02352e+06 |  1396.42        |
+-------+-------------+-----------------+
| 26525 | 3.0253e+06  |  1976.45        |
+-------+-------------+-----------------+
| 26526 | 3.02709e+06 |  1210.76        |
+-------+-------------+-----------------+
| 26527 | 3.02887e+06 |  1257.07        |
+-------+-------------+-----------------+
| 26528 | 3.00217e+06 | 12920.2         |
+-------+-------------+-----------------+
| 26529 | 3.00395e+06 |  7840.9         |
+-------+-------------+-----------------+
| 26530 | 3.00574e+06 | 10172.4         |
+-------+-------------+-----------------+
| 26531 | 3.00752e+06 | 12119           |
+-------+-------------+-----------------+
| 26532 | 3.0093e+06  | 12611.3         |
+-------+-------------+-----------------+
| 26533 | 3.01108e+06 |  9023.1         |
+-------+-------------+-----------------+
| 26534 | 3.01286e+06 |  8510.01        |
+-------+-------------+-----------------+
| 26535 | 3.01465e+06 | 13136           |
+-------+-------------+-----------------+
| 26536 | 3.01643e+06 |  7804.95        |
+-------+-------------+-----------------+
| 26537 | 3.01821e+06 | 10052.8         |
+-------+-------------+-----------------+
| 26538 | 3.01999e+06 | 12282.1         |
+-------+-------------+-----------------+
| 26539 | 3.02177e+06 | 12655           |
+-------+-------------+-----------------+
| 26540 | 3.02356e+06 |  8926.41        |
+-------+-------------+-----------------+
| 26541 | 3.02534e+06 |  8481.43        |
+-------+-------------+-----------------+
| 26542 | 3.02712e+06 | 13179.4         |
+-------+-------------+-----------------+
| 26543 | 3.0289e+06  |  7800.68        |
+-------+-------------+-----------------+
| 26544 | 3.0022e+06  |  8277.87        |
+-------+-------------+-----------------+
| 26545 | 3.00399e+06 |  5467.58        |
+-------+-------------+-----------------+
| 26546 | 3.00577e+06 |  7272.51        |
+-------+-------------+-----------------+
| 26547 | 3.00755e+06 |  7976.44        |
+-------+-------------+-----------------+
| 26548 | 3.00933e+06 |  8757.84        |
+-------+-------------+-----------------+
| 26549 | 3.01112e+06 |  6297.43        |
+-------+-------------+-----------------+
| 26550 | 3.0129e+06  |  5765.85        |
+-------+-------------+-----------------+
| 26551 | 3.01468e+06 |  8524.88        |
+-------+-------------+-----------------+
| 26552 | 3.01646e+06 |  5371.45        |
+-------+-------------+-----------------+
| 26553 | 3.01824e+06 |  7163.91        |
+-------+-------------+-----------------+
| 26554 | 3.02002e+06 |  8118.46        |
+-------+-------------+-----------------+
| 26555 | 3.02181e+06 |  8869.23        |
+-------+-------------+-----------------+
| 26556 | 3.02359e+06 |  6193.75        |
+-------+-------------+-----------------+
| 26557 | 3.02537e+06 |  5748.71        |
+-------+-------------+-----------------+
| 26558 | 3.02715e+06 |  8564.41        |
+-------+-------------+-----------------+
| 26559 | 3.02894e+06 |  5361.71        |
+-------+-------------+-----------------+
| 26560 | 3.00224e+06 |  3468.92        |
+-------+-------------+-----------------+
| 26561 | 3.00402e+06 |  2427.23        |
+-------+-------------+-----------------+
| 26562 | 3.0058e+06  |  3002.49        |
+-------+-------------+-----------------+
| 26563 | 3.00758e+06 |  4121.52        |
+-------+-------------+-----------------+
| 26564 | 3.00937e+06 |  4434.86        |
+-------+-------------+-----------------+
| 26565 | 3.01115e+06 |  2677.7         |
+-------+-------------+-----------------+
| 26566 | 3.01293e+06 |  2475.61        |
+-------+-------------+-----------------+
| 26567 | 3.01471e+06 |  3521.66        |
+-------+-------------+-----------------+
| 26568 | 3.01649e+06 |  2417           |
+-------+-------------+-----------------+
| 26569 | 3.01828e+06 |  2987.45        |
+-------+-------------+-----------------+
| 26570 | 3.02006e+06 |  4130.3         |
+-------+-------------+-----------------+
| 26571 | 3.02184e+06 |  4442.31        |
+-------+-------------+-----------------+
| 26572 | 3.02362e+06 |  2672.74        |
+-------+-------------+-----------------+
| 26573 | 3.0254e+06  |  2474.63        |
+-------+-------------+-----------------+
| 26574 | 3.02719e+06 |  3521.82        |
+-------+-------------+-----------------+
| 26575 | 3.02897e+06 |  2416.27        |
+-------+-------------+-----------------+
| 26576 | 3.00227e+06 |  7353.14        |
+-------+-------------+-----------------+
| 26577 | 3.00405e+06 |  4804.95        |
+-------+-------------+-----------------+
| 26578 | 3.00584e+06 |  6405.27        |
+-------+-------------+-----------------+
| 26579 | 3.00762e+06 |  7308.86        |
+-------+-------------+-----------------+
| 26580 | 3.0094e+06  |  8102.06        |
+-------+-------------+-----------------+
| 26581 | 3.01118e+06 |  5726.23        |
+-------+-------------+-----------------+
| 26582 | 3.01296e+06 |  5328.65        |
+-------+-------------+-----------------+
| 26583 | 3.01474e+06 |  7552.61        |
+-------+-------------+-----------------+
| 26584 | 3.01653e+06 |  4875.15        |
+-------+-------------+-----------------+
| 26585 | 3.01831e+06 |  6336.03        |
+-------+-------------+-----------------+
| 26586 | 3.02009e+06 |  7368.45        |
+-------+-------------+-----------------+
| 26587 | 3.02187e+06 |  8190.82        |
+-------+-------------+-----------------+
| 26588 | 3.02366e+06 |  5679.67        |
+-------+-------------+-----------------+
| 26589 | 3.02544e+06 |  5300.21        |
+-------+-------------+-----------------+
| 26590 | 3.02722e+06 |  7577.46        |
+-------+-------------+-----------------+
| 26591 | 3.029e+06   |  4888.96        |
+-------+-------------+-----------------+
| 26592 | 3.0023e+06  |  2312.27        |
+-------+-------------+-----------------+
| 26593 | 3.00409e+06 |  1749.87        |
+-------+-------------+-----------------+
| 26594 | 3.00587e+06 |  2093.08        |
+-------+-------------+-----------------+
| 26595 | 3.00765e+06 |  2956.94        |
+-------+-------------+-----------------+
| 26596 | 3.00943e+06 |  3367.59        |
+-------+-------------+-----------------+
| 26597 | 3.01121e+06 |  1705.75        |
+-------+-------------+-----------------+
| 26598 | 3.013e+06   |  1718.39        |
+-------+-------------+-----------------+
| 26599 | 3.01478e+06 |  2372.01        |
+-------+-------------+-----------------+
| 26600 | 3.01656e+06 |  1741.4         |
+-------+-------------+-----------------+
| 26601 | 3.01834e+06 |  2092.46        |
+-------+-------------+-----------------+
| 26602 | 3.02012e+06 |  2965.35        |
+-------+-------------+-----------------+
| 26603 | 3.02191e+06 |  3374.58        |
+-------+-------------+-----------------+
| 26604 | 3.02369e+06 |  1712.74        |
+-------+-------------+-----------------+
| 26605 | 3.02547e+06 |  1724.27        |
+-------+-------------+-----------------+
| 26606 | 3.02725e+06 |  2378.7         |
+-------+-------------+-----------------+
| 26607 | 3.02903e+06 |  1748.38        |
+-------+-------------+-----------------+
| 26608 | 3.00234e+06 | 10590           |
+-------+-------------+-----------------+
| 26609 | 3.00412e+06 |  6232.95        |
+-------+-------------+-----------------+
| 26610 | 3.0059e+06  |  8362.44        |
+-------+-------------+-----------------+
| 26611 | 3.00768e+06 |  8617.58        |
+-------+-------------+-----------------+
| 26612 | 3.00946e+06 |  9216.8         |
+-------+-------------+-----------------+
| 26613 | 3.01125e+06 |  8034.37        |
+-------+-------------+-----------------+
| 26614 | 3.01303e+06 |  6981.1         |
+-------+-------------+-----------------+
| 26615 | 3.01481e+06 | 10679.6         |
+-------+-------------+-----------------+
| 26616 | 3.01659e+06 |  6194.54        |
+-------+-------------+-----------------+
| 26617 | 3.01838e+06 |  8365.27        |
+-------+-------------+-----------------+
| 26618 | 3.02016e+06 |  8627.57        |
+-------+-------------+-----------------+
| 26619 | 3.02194e+06 |  9253.41        |
+-------+-------------+-----------------+
| 26620 | 3.02372e+06 |  8017.74        |
+-------+-------------+-----------------+
| 26621 | 3.0255e+06  |  6964.33        |
+-------+-------------+-----------------+
| 26622 | 3.02728e+06 | 10682.4         |
+-------+-------------+-----------------+
| 26623 | 3.02907e+06 |  6188.35        |
+-------+-------------+-----------------+
| 26624 | 3.00237e+06 |  2049.82        |
+-------+-------------+-----------------+
| 26625 | 3.00415e+06 |  1426.1         |
+-------+-------------+-----------------+
| 26626 | 3.00593e+06 |  1621.9         |
+-------+-------------+-----------------+
| 26627 | 3.00772e+06 |  1707.8         |
+-------+-------------+-----------------+
| 26628 | 3.0095e+06  |  1841.55        |
+-------+-------------+-----------------+
| 26629 | 3.01128e+06 |  1657.26        |
+-------+-------------+-----------------+
| 26630 | 3.01306e+06 |  1551.6         |
+-------+-------------+-----------------+
| 26631 | 3.01484e+06 |  2081.11        |
+-------+-------------+-----------------+
| 26632 | 3.01663e+06 |  1426.31        |
+-------+-------------+-----------------+
| 26633 | 3.01841e+06 |  1651.73        |
+-------+-------------+-----------------+
| 26634 | 3.02019e+06 |  1703.53        |
+-------+-------------+-----------------+
| 26635 | 3.02197e+06 |  1867.32        |
+-------+-------------+-----------------+
| 26636 | 3.02375e+06 |  1652.92        |
+-------+-------------+-----------------+
| 26637 | 3.02554e+06 |  1579.8         |
+-------+-------------+-----------------+
| 26638 | 3.02732e+06 |  2078.3         |
+-------+-------------+-----------------+
| 26639 | 3.0291e+06  |  1453           |
+-------+-------------+-----------------+
| 26640 | 3.0024e+06  |  2752.44        |
+-------+-------------+-----------------+
| 26641 | 3.00418e+06 |  1991.81        |
+-------+-------------+-----------------+
| 26642 | 3.00597e+06 |  2421.13        |
+-------+-------------+-----------------+
| 26643 | 3.00775e+06 |  2883.37        |
+-------+-------------+-----------------+
| 26644 | 3.00953e+06 |  2983.39        |
+-------+-------------+-----------------+
| 26645 | 3.01131e+06 |  2226.56        |
+-------+-------------+-----------------+
| 26646 | 3.0131e+06  |  2150.95        |
+-------+-------------+-----------------+
| 26647 | 3.01488e+06 |  2782.21        |
+-------+-------------+-----------------+
| 26648 | 3.01666e+06 |  2028.11        |
+-------+-------------+-----------------+
| 26649 | 3.01844e+06 |  2429.97        |
+-------+-------------+-----------------+
| 26650 | 3.02022e+06 |  2872.64        |
+-------+-------------+-----------------+
| 26651 | 3.022e+06   |  2974.48        |
+-------+-------------+-----------------+
| 26652 | 3.02379e+06 |  2239.31        |
+-------+-------------+-----------------+
| 26653 | 3.02557e+06 |  2159.26        |
+-------+-------------+-----------------+
| 26654 | 3.02735e+06 |  2785.18        |
+-------+-------------+-----------------+
| 26655 | 3.02913e+06 |  2031.04        |
+-------+-------------+-----------------+
| 26656 | 3.00244e+06 |  8348.52        |
+-------+-------------+-----------------+
| 26657 | 3.00422e+06 |  4226.83        |
+-------+-------------+-----------------+
| 26658 | 3.006e+06   |  5794.62        |
+-------+-------------+-----------------+
| 26659 | 3.00778e+06 |  5995.15        |
+-------+-------------+-----------------+
| 26660 | 3.00956e+06 |  6420.87        |
+-------+-------------+-----------------+
| 26661 | 3.01135e+06 |  5350.29        |
+-------+-------------+-----------------+
| 26662 | 3.01313e+06 |  5115.46        |
+-------+-------------+-----------------+
| 26663 | 3.01491e+06 |  8378.61        |
+-------+-------------+-----------------+
| 26664 | 3.01669e+06 |  4321.42        |
+-------+-------------+-----------------+
| 26665 | 3.01847e+06 |  5769.98        |
+-------+-------------+-----------------+
| 26666 | 3.02026e+06 |  6055.6         |
+-------+-------------+-----------------+
| 26667 | 3.02204e+06 |  6419.94        |
+-------+-------------+-----------------+
| 26668 | 3.02382e+06 |  5368.72        |
+-------+-------------+-----------------+
| 26669 | 3.0256e+06  |  5100.62        |
+-------+-------------+-----------------+
| 26670 | 3.02738e+06 |  8390.47        |
+-------+-------------+-----------------+
| 26671 | 3.02917e+06 |  4338.34        |
+-------+-------------+-----------------+
| 26672 | 3.00247e+06 |  6794.46        |
+-------+-------------+-----------------+
| 26673 | 3.00425e+06 |  3421.96        |
+-------+-------------+-----------------+
| 26674 | 3.00603e+06 |  4978.6         |
+-------+-------------+-----------------+
| 26675 | 3.00782e+06 |  4373.23        |
+-------+-------------+-----------------+
| 26676 | 3.0096e+06  |  4435.47        |
+-------+-------------+-----------------+
| 26677 | 3.01138e+06 |  3771.86        |
+-------+-------------+-----------------+
| 26678 | 3.01316e+06 |  3456.14        |
+-------+-------------+-----------------+
| 26679 | 3.01494e+06 |  6626.99        |
+-------+-------------+-----------------+
| 26680 | 3.01672e+06 |  3643.03        |
+-------+-------------+-----------------+
| 26681 | 3.01851e+06 |  4880.39        |
+-------+-------------+-----------------+
| 26682 | 3.02029e+06 |  4440.8         |
+-------+-------------+-----------------+
| 26683 | 3.02207e+06 |  4275.11        |
+-------+-------------+-----------------+
| 26684 | 3.02385e+06 |  3870.6         |
+-------+-------------+-----------------+
| 26685 | 3.02564e+06 |  3375.73        |
+-------+-------------+-----------------+
| 26686 | 3.02742e+06 |  6731.38        |
+-------+-------------+-----------------+
| 26687 | 3.0292e+06  |  3551.2         |
+-------+-------------+-----------------+
| 26688 | 3.0025e+06  |  2977.22        |
+-------+-------------+-----------------+
| 26689 | 3.00428e+06 |  1396.81        |
+-------+-------------+-----------------+
| 26690 | 3.00607e+06 |  2107.76        |
+-------+-------------+-----------------+
| 26691 | 3.00785e+06 |  2392.45        |
+-------+-------------+-----------------+
| 26692 | 3.00963e+06 |  2420.75        |
+-------+-------------+-----------------+
| 26693 | 3.01141e+06 |  1660.93        |
+-------+-------------+-----------------+
| 26694 | 3.01319e+06 |  1629.58        |
+-------+-------------+-----------------+
| 26695 | 3.01498e+06 |  3011.26        |
+-------+-------------+-----------------+
| 26696 | 3.01676e+06 |  1359.36        |
+-------+-------------+-----------------+
| 26697 | 3.01854e+06 |  2067.54        |
+-------+-------------+-----------------+
| 26698 | 3.02032e+06 |  2373.19        |
+-------+-------------+-----------------+
| 26699 | 3.0221e+06  |  2431.55        |
+-------+-------------+-----------------+
| 26700 | 3.02389e+06 |  1655.2         |
+-------+-------------+-----------------+
| 26701 | 3.02567e+06 |  1624.73        |
+-------+-------------+-----------------+
| 26702 | 3.02745e+06 |  3007.18        |
+-------+-------------+-----------------+
| 26703 | 3.02923e+06 |  1345.7         |
+-------+-------------+-----------------+
| 26704 | 3.00254e+06 |   555.785       |
+-------+-------------+-----------------+
| 26705 | 3.00432e+06 |   582.329       |
+-------+-------------+-----------------+
| 26706 | 3.0061e+06  |   684.426       |
+-------+-------------+-----------------+
| 26707 | 3.00788e+06 |   802.183       |
+-------+-------------+-----------------+
| 26708 | 3.00966e+06 |   864.183       |
+-------+-------------+-----------------+
| 26709 | 3.01144e+06 |   626.251       |
+-------+-------------+-----------------+
| 26710 | 3.01323e+06 |   900.643       |
+-------+-------------+-----------------+
| 26711 | 3.01501e+06 |   558.34        |
+-------+-------------+-----------------+
| 26712 | 3.01679e+06 |   585.749       |
+-------+-------------+-----------------+
| 26713 | 3.01857e+06 |   687.757       |
+-------+-------------+-----------------+
| 26714 | 3.02036e+06 |   805.836       |
+-------+-------------+-----------------+
| 26715 | 3.02214e+06 |   867.13        |
+-------+-------------+-----------------+
| 26716 | 3.02392e+06 |   629.392       |
+-------+-------------+-----------------+
| 26717 | 3.0257e+06  |   903.901       |
+-------+-------------+-----------------+
| 26718 | 3.02748e+06 |   561.578       |
+-------+-------------+-----------------+
| 26719 | 3.02926e+06 |   588.969       |
+-------+-------------+-----------------+
| 26720 | 3.00257e+06 |  3676.73        |
+-------+-------------+-----------------+
| 26721 | 3.00435e+06 |  2114.91        |
+-------+-------------+-----------------+
| 26722 | 3.00613e+06 |  2702.43        |
+-------+-------------+-----------------+
| 26723 | 3.00791e+06 |  3242.46        |
+-------+-------------+-----------------+
| 26724 | 3.0097e+06  |  3772.86        |
+-------+-------------+-----------------+
| 26725 | 3.01148e+06 |  2578.61        |
+-------+-------------+-----------------+
| 26726 | 3.01326e+06 |  2329.93        |
+-------+-------------+-----------------+
| 26727 | 3.01504e+06 |  3687.63        |
+-------+-------------+-----------------+
| 26728 | 3.01682e+06 |  2131.02        |
+-------+-------------+-----------------+
| 26729 | 3.01861e+06 |  2694.01        |
+-------+-------------+-----------------+
| 26730 | 3.02039e+06 |  3252.09        |
+-------+-------------+-----------------+
| 26731 | 3.02217e+06 |  3778.76        |
+-------+-------------+-----------------+
| 26732 | 3.02395e+06 |  2580.89        |
+-------+-------------+-----------------+
| 26733 | 3.02573e+06 |  2333.31        |
+-------+-------------+-----------------+
| 26734 | 3.02752e+06 |  3691.36        |
+-------+-------------+-----------------+
| 26735 | 3.0293e+06  |  2134.79        |
+-------+-------------+-----------------+
| 26736 | 3.0026e+06  |  7520.07        |
+-------+-------------+-----------------+
| 26737 | 3.00438e+06 |  4454.19        |
+-------+-------------+-----------------+
| 26738 | 3.00616e+06 |  5379.25        |
+-------+-------------+-----------------+
| 26739 | 3.00795e+06 |  5112.46        |
+-------+-------------+-----------------+
| 26740 | 3.00973e+06 |  5374.85        |
+-------+-------------+-----------------+
| 26741 | 3.01151e+06 |  6275.43        |
+-------+-------------+-----------------+
| 26742 | 3.01329e+06 |  5529.81        |
+-------+-------------+-----------------+
| 26743 | 3.01508e+06 |  7521.3         |
+-------+-------------+-----------------+
| 26744 | 3.01686e+06 |  4543.67        |
+-------+-------------+-----------------+
| 26745 | 3.01864e+06 |  5463.1         |
+-------+-------------+-----------------+
| 26746 | 3.02042e+06 |  5137.08        |
+-------+-------------+-----------------+
| 26747 | 3.0222e+06  |  5380.86        |
+-------+-------------+-----------------+
| 26748 | 3.02398e+06 |  6263.83        |
+-------+-------------+-----------------+
| 26749 | 3.02577e+06 |  5518.06        |
+-------+-------------+-----------------+
| 26750 | 3.02755e+06 |  7518.99        |
+-------+-------------+-----------------+
| 26751 | 3.02933e+06 |  4544.72        |
+-------+-------------+-----------------+
| 26752 | 3.00263e+06 |  6837.15        |
+-------+-------------+-----------------+
| 26753 | 3.00442e+06 |  3702.5         |
+-------+-------------+-----------------+
| 26754 | 3.0062e+06  |  4878.91        |
+-------+-------------+-----------------+
| 26755 | 3.00798e+06 |  6010.34        |
+-------+-------------+-----------------+
| 26756 | 3.00976e+06 |  5969.22        |
+-------+-------------+-----------------+
| 26757 | 3.01154e+06 |  4502.62        |
+-------+-------------+-----------------+
| 26758 | 3.01333e+06 |  4260.83        |
+-------+-------------+-----------------+
| 26759 | 3.01511e+06 |  6892.49        |
+-------+-------------+-----------------+
| 26760 | 3.01689e+06 |  3721.43        |
+-------+-------------+-----------------+
| 26761 | 3.01867e+06 |  4893.37        |
+-------+-------------+-----------------+
| 26762 | 3.02045e+06 |  6048.75        |
+-------+-------------+-----------------+
| 26763 | 3.02224e+06 |  5985.01        |
+-------+-------------+-----------------+
| 26764 | 3.02402e+06 |  4474.91        |
+-------+-------------+-----------------+
| 26765 | 3.0258e+06  |  4238.92        |
+-------+-------------+-----------------+
| 26766 | 3.02758e+06 |  6895.35        |
+-------+-------------+-----------------+
| 26767 | 3.02936e+06 |  3721.55        |
+-------+-------------+-----------------+
| 26768 | 3.00267e+06 |  1290.49        |
+-------+-------------+-----------------+
| 26769 | 3.00445e+06 |  1421.52        |
+-------+-------------+-----------------+
| 26770 | 3.00623e+06 |  1548.59        |
+-------+-------------+-----------------+
| 26771 | 3.00801e+06 |  2043.08        |
+-------+-------------+-----------------+
| 26772 | 3.0098e+06  |  2198.03        |
+-------+-------------+-----------------+
| 26773 | 3.01158e+06 |  1593.63        |
+-------+-------------+-----------------+
| 26774 | 3.01336e+06 |  2242.99        |
+-------+-------------+-----------------+
| 26775 | 3.01514e+06 |  1297.82        |
+-------+-------------+-----------------+
| 26776 | 3.01692e+06 |  1430.9         |
+-------+-------------+-----------------+
| 26777 | 3.0187e+06  |  1580.62        |
+-------+-------------+-----------------+
| 26778 | 3.02049e+06 |  2023.58        |
+-------+-------------+-----------------+
| 26779 | 3.02227e+06 |  2191.69        |
+-------+-------------+-----------------+
| 26780 | 3.02405e+06 |  1595.2         |
+-------+-------------+-----------------+
| 26781 | 3.02583e+06 |  2262.26        |
+-------+-------------+-----------------+
| 26782 | 3.02762e+06 |  1305.44        |
+-------+-------------+-----------------+
| 26783 | 3.0294e+06  |  1438.35        |
+-------+-------------+-----------------+
| 26784 | 3.00092e+06 |     0.1958      |
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| 26785 | 3.0027e+06  |     0.224065    |
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| 26786 | 3.00448e+06 |     0.0831067   |
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| 26787 | 3.00626e+06 |     0.155228    |
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| 26788 | 3.00805e+06 |     0.114572    |
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| 26789 | 3.00983e+06 |     0.0925247   |
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| 26790 | 3.01161e+06 |     0.264609    |
+-------+-------------+-----------------+
| 26791 | 3.01339e+06 |     0.255661    |
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| 26792 | 3.01518e+06 |     0.22618     |
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| 26793 | 3.01696e+06 |     0.0942442   |
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| 26794 | 3.01874e+06 |     0.149485    |
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| 26795 | 3.02052e+06 |     0.116389    |
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| 26796 | 3.0223e+06  |     0.100171    |
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| 26797 | 3.02408e+06 |     0.251898    |
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| 26798 | 3.02587e+06 |     0.24062     |
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| 26799 | 3.02765e+06 |     0.218157    |
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| 26800 | 3.00095e+06 |     6.41467     |
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| 26801 | 3.00273e+06 |     7.63398     |
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| 26802 | 3.00452e+06 |     7.82692     |
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| 26803 | 3.0063e+06  |    26.1221      |
+-------+-------------+-----------------+
| 26804 | 3.00808e+06 |    13.3666      |
+-------+-------------+-----------------+
| 26805 | 3.00986e+06 |    15.4923      |
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| 26806 | 3.01164e+06 |    33.7268      |
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| 26807 | 3.01343e+06 |    22.1005      |
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| 26808 | 3.01521e+06 |    24.5122      |
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| 26809 | 3.01699e+06 |    25.254       |
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| 26810 | 3.01877e+06 |    50.742       |
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| 26811 | 3.02055e+06 |    33.14        |
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| 26812 | 3.02234e+06 |    35.9791      |
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| 26813 | 3.02412e+06 |    58.8502      |
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| 26814 | 3.0259e+06  |    44.9589      |
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| 26815 | 3.02768e+06 |    48.1356      |
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| 26816 | 3.00098e+06 |    24.2664      |
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| 26817 | 3.00277e+06 |    23.2949      |
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| 26818 | 3.00455e+06 |    22.8548      |
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| 26819 | 3.00633e+06 |    24.686       |
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| 26820 | 3.00811e+06 |    22.191       |
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| 26821 | 3.0099e+06  |    23.197       |
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| 26822 | 3.01168e+06 |    23.7646      |
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| 26823 | 3.01346e+06 |    26.3058      |
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| 26824 | 3.01524e+06 |    25.5455      |
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| 26825 | 3.01702e+06 |    24.8715      |
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| 26826 | 3.0188e+06  |    26.7063      |
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| 26827 | 3.02059e+06 |    24.1738      |
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| 26828 | 3.02237e+06 |    25.1744      |
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| 26829 | 3.02415e+06 |    25.7353      |
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| 26830 | 3.02593e+06 |    28.2747      |
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| 26831 | 3.02772e+06 |    27.5129      |
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| 26832 | 3.00102e+06 |     8.60754     |
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| 26833 | 3.0028e+06  |     3.19394     |
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| 26834 | 3.00458e+06 |     5.38207     |
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| 26835 | 3.00636e+06 |     8.91043     |
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| 26836 | 3.00815e+06 |     5.18303     |
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| 26837 | 3.00993e+06 |     4.20898     |
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| 26838 | 3.01171e+06 |     7.9321      |
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| 26839 | 3.01349e+06 |    10.2886      |
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| 26840 | 3.01527e+06 |     5.56394     |
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| 26841 | 3.01706e+06 |     6.81443     |
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| 26842 | 3.01884e+06 |    10.121       |
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| 26843 | 3.02062e+06 |     6.46855     |
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| 26844 | 3.0224e+06  |     5.54036     |
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| 26845 | 3.02418e+06 |     8.77531     |
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| 26846 | 3.02597e+06 |    10.8498      |
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| 26847 | 3.02775e+06 |     6.66157     |
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| 26848 | 3.00105e+06 |    27.1202      |
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| 26849 | 3.00283e+06 |     6.70901     |
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| 26850 | 3.00462e+06 |    19.3392      |
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| 26851 | 3.0064e+06  |    -3.32291     |
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| 26852 | 3.00818e+06 |    11.7837      |
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| 26853 | 3.00996e+06 |   -23.5584      |
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| 26854 | 3.01174e+06 |    19.8509      |
+-------+-------------+-----------------+
| 26855 | 3.01352e+06 |   -29.9505      |
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| 26856 | 3.01531e+06 |    17.1896      |
+-------+-------------+-----------------+
| 26857 | 3.01709e+06 |   -15.9606      |
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| 26858 | 3.01887e+06 |    35.505       |
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| 26859 | 3.02065e+06 |    -1.07313     |
+-------+-------------+-----------------+
| 26860 | 3.02244e+06 |    72.7611      |
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| 26861 | 3.02422e+06 |   -14.0966      |
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| 26862 | 3.026e+06   |    84.5632      |
+-------+-------------+-----------------+
| 26863 | 3.02778e+06 |    -9.21263     |
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| 26864 | 3.00108e+06 |     5.10674     |
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| 26865 | 3.00287e+06 |     5.32227     |
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| 26866 | 3.00465e+06 |     4.40704     |
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| 26867 | 3.00643e+06 |     5.08519     |
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| 26868 | 3.00821e+06 |     5.06494     |
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| 26869 | 3.00999e+06 |     4.78038     |
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| 26870 | 3.01178e+06 |     4.46744     |
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| 26871 | 3.01356e+06 |     5.0966      |
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| 26872 | 3.01534e+06 |     6.25318     |
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| 26873 | 3.01712e+06 |     4.98544     |
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| 26874 | 3.0189e+06  |     5.80094     |
+-------+-------------+-----------------+
| 26875 | 3.02069e+06 |     5.95364     |
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| 26876 | 3.02247e+06 |     5.43838     |
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| 26877 | 3.02425e+06 |     4.92922     |
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| 26878 | 3.02603e+06 |     5.72963     |
+-------+-------------+-----------------+
| 26879 | 3.02781e+06 |     6.80286     |
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| 26880 | 3.00112e+06 |    44.2973      |
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| 26881 | 3.0029e+06  |    36.9198      |
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| 26882 | 3.00468e+06 |    49.6947      |
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| 26883 | 3.00646e+06 |    19.2285      |
+-------+-------------+-----------------+
| 26884 | 3.00824e+06 |   101.305       |
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| 26885 | 3.01003e+06 |    83.315       |
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| 26886 | 3.01181e+06 |    44.9806      |
+-------+-------------+-----------------+
| 26887 | 3.01359e+06 |   192.898       |
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| 26888 | 3.01537e+06 |   128.329       |
+-------+-------------+-----------------+
| 26889 | 3.01716e+06 |   223.508       |
+-------+-------------+-----------------+
| 26890 | 3.01894e+06 |   171.512       |
+-------+-------------+-----------------+
| 26891 | 3.02072e+06 |   479.542       |
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| 26892 | 3.0225e+06  |   288.411       |
+-------+-------------+-----------------+
| 26893 | 3.02428e+06 |   117.614       |
+-------+-------------+-----------------+
| 26894 | 3.02606e+06 |   880.18        |
+-------+-------------+-----------------+
| 26895 | 3.02785e+06 |   720.118       |
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| 26896 | 3.00115e+06 |     1.18999     |
+-------+-------------+-----------------+
| 26897 | 3.00293e+06 |     0.91785     |
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| 26898 | 3.00471e+06 |     3.21514     |
+-------+-------------+-----------------+
| 26899 | 3.0065e+06  |     1.11086     |
+-------+-------------+-----------------+
| 26900 | 3.00828e+06 |     3.80555     |
+-------+-------------+-----------------+
| 26901 | 3.01006e+06 |     1.43924     |
+-------+-------------+-----------------+
| 26902 | 3.01184e+06 |     1.06912     |
+-------+-------------+-----------------+
| 26903 | 3.01362e+06 |     1.54034     |
+-------+-------------+-----------------+
| 26904 | 3.01541e+06 |     1.05124     |
+-------+-------------+-----------------+
| 26905 | 3.01719e+06 |     3.18605     |
+-------+-------------+-----------------+
| 26906 | 3.01897e+06 |     1.08835     |
+-------+-------------+-----------------+
| 26907 | 3.02075e+06 |     3.80641     |
+-------+-------------+-----------------+
| 26908 | 3.02253e+06 |     1.44333     |
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| 26909 | 3.02432e+06 |     1.07031     |
+-------+-------------+-----------------+
| 26910 | 3.0261e+06  |     1.5405      |
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| 26911 | 3.02788e+06 |     1.05174     |
+-------+-------------+-----------------+
| 26912 | 3.00118e+06 |    32.419       |
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| 26913 | 3.00296e+06 |    19.0485      |
+-------+-------------+-----------------+
| 26914 | 3.00475e+06 |    29.7097      |
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| 26915 | 3.00653e+06 |    41.7466      |
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| 26916 | 3.00831e+06 |    28.9912      |
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| 26917 | 3.01009e+06 |    17.2298      |
+-------+-------------+-----------------+
| 26918 | 3.01188e+06 |    30.7932      |
+-------+-------------+-----------------+
| 26919 | 3.01366e+06 |    41.1191      |
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| 26920 | 3.01544e+06 |    29.1147      |
+-------+-------------+-----------------+
| 26921 | 3.01722e+06 |    25.1537      |
+-------+-------------+-----------------+
| 26922 | 3.019e+06   |    50.9452      |
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| 26923 | 3.02078e+06 |    46.5316      |
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| 26924 | 3.02257e+06 |    39.0734      |
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| 26925 | 3.02435e+06 |    40.0102      |
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| 26926 | 3.02613e+06 |    48.7493      |
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| 26927 | 3.02791e+06 |    49.4226      |
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| 26928 | 3.00122e+06 |    32.2615      |
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| 26929 | 3.003e+06   |    43.778       |
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| 26930 | 3.00478e+06 |    45.5099      |
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| 26931 | 3.00656e+06 |    50.6405      |
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| 26932 | 3.00834e+06 |    49.2057      |
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| 26933 | 3.01013e+06 |    46.7273      |
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| 26934 | 3.01191e+06 |    44.7808      |
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| 26935 | 3.01369e+06 |    42.5971      |
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| 26936 | 3.01547e+06 |    45.6953      |
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| 26937 | 3.01725e+06 |    44.7162      |
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| 26938 | 3.01904e+06 |    50.8496      |
+-------+-------------+-----------------+
| 26939 | 3.02082e+06 |    51.1472      |
+-------+-------------+-----------------+
| 26940 | 3.0226e+06  |    49.6         |
+-------+-------------+-----------------+
| 26941 | 3.02438e+06 |    47.6637      |
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| 26942 | 3.02616e+06 |    45.1995      |
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| 26943 | 3.02795e+06 |    48.0757      |
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| 26944 | 3.00125e+06 |    12.1534      |
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| 26945 | 3.00303e+06 |    12.2817      |
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| 26946 | 3.00481e+06 |    19.0338      |
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| 26947 | 3.0066e+06  |    13.2394      |
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| 26948 | 3.00838e+06 |    11.7906      |
+-------+-------------+-----------------+
| 26949 | 3.01016e+06 |    16.289       |
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| 26950 | 3.01194e+06 |    27.1374      |
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| 26951 | 3.01372e+06 |    16.4483      |
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| 26952 | 3.0155e+06  |    30.0622      |
+-------+-------------+-----------------+
| 26953 | 3.01729e+06 |    23.4351      |
+-------+-------------+-----------------+
| 26954 | 3.01907e+06 |    33.1228      |
+-------+-------------+-----------------+
| 26955 | 3.02085e+06 |    12.5568      |
+-------+-------------+-----------------+
| 26956 | 3.02263e+06 |    39.0785      |
+-------+-------------+-----------------+
| 26957 | 3.02442e+06 |    28.0774      |
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| 26958 | 3.0262e+06  |    42.0061      |
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| 26959 | 3.02798e+06 |    28.2383      |
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| 26960 | 3.00128e+06 |     0.716595    |
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| 26961 | 3.00306e+06 |     0.529963    |
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| 26962 | 3.00485e+06 |     0.510586    |
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| 26963 | 3.00663e+06 |     0.645869    |
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| 26964 | 3.00841e+06 |     0.633442    |
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| 26965 | 3.01019e+06 |     0.515048    |
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| 26966 | 3.01197e+06 |     0.439236    |
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| 26967 | 3.01376e+06 |     0.577945    |
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| 26968 | 3.01554e+06 |     0.476234    |
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| 26969 | 3.01732e+06 |     0.497392    |
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| 26970 | 3.0191e+06  |     0.623191    |
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| 26971 | 3.02088e+06 |     0.624773    |
+-------+-------------+-----------------+
| 26972 | 3.02267e+06 |     0.538737    |
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| 26973 | 3.02445e+06 |     0.482313    |
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| 26974 | 3.02623e+06 |     0.632166    |
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| 26975 | 3.02801e+06 |     0.510772    |
+-------+-------------+-----------------+
| 26976 | 3.00132e+06 |    31.4885      |
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| 26977 | 3.0031e+06  |    38.9359      |
+-------+-------------+-----------------+
| 26978 | 3.00488e+06 |    35.6348      |
+-------+-------------+-----------------+
| 26979 | 3.00666e+06 |    40.4863      |
+-------+-------------+-----------------+
| 26980 | 3.00844e+06 |   106.204       |
+-------+-------------+-----------------+
| 26981 | 3.01022e+06 |    59.0567      |
+-------+-------------+-----------------+
| 26982 | 3.01201e+06 |    71.107       |
+-------+-------------+-----------------+
| 26983 | 3.01379e+06 |    58.5185      |
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| 26984 | 3.01557e+06 |    53.0604      |
+-------+-------------+-----------------+
| 26985 | 3.01735e+06 |    59.3847      |
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| 26986 | 3.01914e+06 |    55.9616      |
+-------+-------------+-----------------+
| 26987 | 3.02092e+06 |   123.479       |
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| 26988 | 3.0227e+06  |    47.2292      |
+-------+-------------+-----------------+
| 26989 | 3.02448e+06 |    71.5771      |
+-------+-------------+-----------------+
| 26990 | 3.02626e+06 |    54.7263      |
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| 26991 | 3.02804e+06 |    55.8255      |
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| 26992 | 3.00135e+06 |    -2.12473     |
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| 26993 | 3.00313e+06 |    -1.70285     |
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| 26994 | 3.00491e+06 |    -1.61311     |
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| 26995 | 3.00669e+06 |     0.344707    |
+-------+-------------+-----------------+
| 26996 | 3.00848e+06 |     2.11008     |
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| 26997 | 3.01026e+06 |    -0.836924    |
+-------+-------------+-----------------+
| 26998 | 3.01204e+06 |     2.91405     |
+-------+-------------+-----------------+
| 26999 | 3.01382e+06 |    -1.6125      |
+-------+-------------+-----------------+
| 27000 | 3.0156e+06  |    -2.15537     |
+-------+-------------+-----------------+
| 27001 | 3.01739e+06 |    -1.47472     |
+-------+-------------+-----------------+
| 27002 | 3.01917e+06 |     0.0415268   |
+-------+-------------+-----------------+
| 27003 | 3.02095e+06 |     2.12814     |
+-------+-------------+-----------------+
| 27004 | 3.02273e+06 |    -1.05366     |
+-------+-------------+-----------------+
| 27005 | 3.02451e+06 |     2.86836     |
+-------+-------------+-----------------+
| 27006 | 3.0263e+06  |    -1.78394     |
+-------+-------------+-----------------+
| 27007 | 3.02808e+06 |    -2.23424     |
+-------+-------------+-----------------+
| 27008 | 3.00138e+06 |     9.03694     |
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| 27009 | 3.00316e+06 |     6.88157     |
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| 27010 | 3.00494e+06 |     4.56849     |
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| 27011 | 3.00673e+06 |     4.19988     |
+-------+-------------+-----------------+
| 27012 | 3.00851e+06 |     5.4246      |
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| 27013 | 3.01029e+06 |     6.43475     |
+-------+-------------+-----------------+
| 27014 | 3.01207e+06 |     6.14522     |
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| 27015 | 3.01386e+06 |     5.64911     |
+-------+-------------+-----------------+
| 27016 | 3.01564e+06 |     7.5443      |
+-------+-------------+-----------------+
| 27017 | 3.01742e+06 |     9.0256      |
+-------+-------------+-----------------+
| 27018 | 3.0192e+06  |     8.1514      |
+-------+-------------+-----------------+
| 27019 | 3.02098e+06 |     7.14037     |
+-------+-------------+-----------------+
| 27020 | 3.02276e+06 |     6.43159     |
+-------+-------------+-----------------+
| 27021 | 3.02455e+06 |     7.09685     |
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| 27022 | 3.02633e+06 |     7.86836     |
+-------+-------------+-----------------+
| 27023 | 3.02811e+06 |     8.54571     |
+-------+-------------+-----------------+
| 27024 | 3.00141e+06 |     0.0657205   |
+-------+-------------+-----------------+
| 27025 | 3.0032e+06  |     0.0673544   |
+-------+-------------+-----------------+
| 27026 | 3.00498e+06 |     0.104834    |
+-------+-------------+-----------------+
| 27027 | 3.00676e+06 |     0.0966859   |
+-------+-------------+-----------------+
| 27028 | 3.00854e+06 |     0.0674174   |
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| 27029 | 3.01032e+06 |     0.134835    |
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| 27030 | 3.01211e+06 |     0.0287254   |
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| 27031 | 3.01389e+06 |     0.0994386   |
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| 27032 | 3.01567e+06 |     0.0922993   |
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| 27033 | 3.01745e+06 |     0.113584    |
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| 27034 | 3.01923e+06 |     0.0975947   |
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| 27035 | 3.02102e+06 |     0.0651099   |
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| 27036 | 3.0228e+06  |     0.131266    |
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| 27037 | 3.02458e+06 |     0.0246695   |
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| 27038 | 3.02636e+06 |     0.0951939   |
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| 27039 | 3.02814e+06 |     0.0879825   |
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| 27040 | 3.00145e+06 |     0.0695982   |
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| 27041 | 3.00323e+06 |     0.10115     |
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| 27042 | 3.00501e+06 |    -0.113229    |
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| 27043 | 3.00679e+06 |     1.73928     |
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| 27044 | 3.00858e+06 |     2.13839     |
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| 27045 | 3.01036e+06 |     0.882073    |
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| 27046 | 3.01214e+06 |    -0.192234    |
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| 27047 | 3.01392e+06 |     0.00222091  |
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| 27048 | 3.0157e+06  |     0.150571    |
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| 27049 | 3.01748e+06 |    -0.0542796   |
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| 27050 | 3.01927e+06 |     1.79211     |
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| 27051 | 3.02105e+06 |     2.18389     |
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| 27052 | 3.02283e+06 |     0.921018    |
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| 27053 | 3.02461e+06 |    -0.158452    |
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| 27054 | 3.0264e+06  |     0.032306    |
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| 27055 | 3.02818e+06 |     0.17767     |
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| 27056 | 3.00148e+06 |     2.12356     |
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| 27057 | 3.00326e+06 |     0.548403    |
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| 27058 | 3.00504e+06 |     0.862784    |
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| 27059 | 3.00683e+06 |     1.29198     |
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| 27060 | 3.00861e+06 |     0.9818      |
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| 27061 | 3.01039e+06 |     1.25608     |
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| 27062 | 3.01217e+06 |     1.38202     |
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| 27063 | 3.01395e+06 |     2.20701     |
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| 27064 | 3.01574e+06 |     0.574619    |
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| 27065 | 3.01752e+06 |     0.88944     |
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| 27066 | 3.0193e+06  |     1.30068     |
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| 27067 | 3.02108e+06 |     0.989501    |
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| 27068 | 3.02286e+06 |     1.25841     |
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| 27069 | 3.02465e+06 |     1.38365     |
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| 27070 | 3.02643e+06 |     2.20685     |
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| 27071 | 3.02821e+06 |     0.574148    |
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| 27072 | 3.00151e+06 |     0.844297    |
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| 27073 | 3.0033e+06  |     1.02481     |
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| 27074 | 3.00508e+06 |     0.313744    |
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| 27075 | 3.00686e+06 |     1.35441     |
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| 27076 | 3.00864e+06 |     1.5772      |
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| 27077 | 3.01042e+06 |     0.429858    |
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| 27078 | 3.0122e+06  |     1.17201     |
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| 27079 | 3.01399e+06 |     0.465478    |
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| 27080 | 3.01577e+06 |     1.15479     |
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| 27081 | 3.01755e+06 |     0.756352    |
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| 27082 | 3.01933e+06 |     1.19542     |
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| 27083 | 3.02112e+06 |     1.43754     |
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| 27084 | 3.0229e+06  |     0.506607    |
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| 27085 | 3.02468e+06 |     1.09136     |
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| 27086 | 3.02646e+06 |     0.50084     |
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| 27087 | 3.02824e+06 |     1.15662     |
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| 27088 | 3.00155e+06 |     0.381793    |
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| 27089 | 3.00333e+06 |     1.24935     |
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| 27090 | 3.00511e+06 |     1.25944     |
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| 27091 | 3.00689e+06 |     1.97459     |
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| 27092 | 3.00867e+06 |     3.86048     |
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| 27093 | 3.01046e+06 |     2.09274     |
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| 27094 | 3.01224e+06 |     0.692047    |
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| 27095 | 3.01402e+06 |     0.648456    |
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| 27096 | 3.0158e+06  |     1.10865     |
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| 27097 | 3.01758e+06 |     1.33756     |
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| 27098 | 3.01937e+06 |     1.9103      |
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| 27099 | 3.02115e+06 |     3.88644     |
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| 27100 | 3.02293e+06 |     2.0615      |
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| 27101 | 3.02471e+06 |     0.697018    |
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| 27102 | 3.02649e+06 |     0.630519    |
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| 27103 | 3.02828e+06 |     1.10515     |
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| 27104 | 3.00158e+06 |     2.35326     |
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| 27105 | 3.00336e+06 |     0.539396    |
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| 27106 | 3.00514e+06 |     0.899074    |
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| 27107 | 3.00692e+06 |     7.23478     |
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| 27108 | 3.00871e+06 |     6.57406     |
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| 27109 | 3.01049e+06 |     1.6072      |
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| 27110 | 3.01227e+06 |     4.10291     |
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| 27111 | 3.01405e+06 |     2.79997     |
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| 27112 | 3.01584e+06 |     0.148096    |
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| 27113 | 3.01762e+06 |     0.761516    |
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| 27114 | 3.0194e+06  |     6.59273     |
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| 27115 | 3.02118e+06 |     6.30177     |
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| 27116 | 3.02296e+06 |     0.902795    |
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| 27117 | 3.02474e+06 |     3.78069     |
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| 27118 | 3.02653e+06 |     2.09784     |
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| 27119 | 3.02831e+06 |    -0.19876     |
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| 27120 | 3.00161e+06 |    -0.704288    |
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| 27121 | 3.00339e+06 |     1.25641     |
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| 27122 | 3.00518e+06 |    -0.803834    |
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| 27123 | 3.00696e+06 |     1.80014     |
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| 27124 | 3.00874e+06 |     4.93438     |
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| 27125 | 3.01052e+06 |     1.18325     |
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| 27126 | 3.0123e+06  |     1.10554     |
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| 27127 | 3.01409e+06 |     0.680688    |
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| 27128 | 3.01587e+06 |     1.1982      |
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| 27129 | 3.01765e+06 |    -1.24497     |
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| 27130 | 3.01943e+06 |     2.81185     |
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| 27131 | 3.02121e+06 |     4.92319     |
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| 27133 | 3.02478e+06 |     1.33228     |
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| 27135 | 3.02834e+06 |     0.909802    |
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| 27136 | 3.00164e+06 |     1.22151     |
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| 27137 | 3.00343e+06 |     1.1845      |
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| 27138 | 3.00521e+06 |     1.09398     |
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| 27139 | 3.00699e+06 |     2.11649     |
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| 27141 | 3.01056e+06 |     1.32363     |
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| 27142 | 3.01234e+06 |     0.885382    |
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| 27143 | 3.01412e+06 |     1.41691     |
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| 27144 | 3.0159e+06  |     1.06806     |
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| 27145 | 3.01768e+06 |     1.06723     |
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| 27146 | 3.01946e+06 |     1.93507     |
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| 27147 | 3.02125e+06 |     2.61108     |
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| 27148 | 3.02303e+06 |     1.18198     |
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| 27149 | 3.02481e+06 |     0.875284    |
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| 27150 | 3.02659e+06 |     1.35102     |
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| 27151 | 3.02838e+06 |     1.0352      |
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| 27153 | 3.00346e+06 |     0.437352    |
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| 27155 | 3.00702e+06 |     0.730979    |
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| 27156 | 3.00881e+06 |     1.71573     |
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| 27157 | 3.01059e+06 |     1.54826     |
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| 27161 | 3.01772e+06 |    -0.261322    |
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| 27163 | 3.02128e+06 |     1.72761     |
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| 27165 | 3.02484e+06 |     1.07334     |
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| 27166 | 3.02663e+06 |     0.551125    |
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| 27169 | 3.00349e+06 |     5.76137     |
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| 27171 | 3.00706e+06 |     5.0789      |
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| 27172 | 3.00884e+06 |     6.21581     |
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| 27178 | 3.01953e+06 |     5.21245     |
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| 27181 | 3.02488e+06 |     3.57247     |
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| 27219 | 3.00716e+06 |     9.42843     |
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| 27220 | 3.00894e+06 |     7.3531      |
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| 27223 | 3.01428e+06 |     5.34418     |
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| 27226 | 3.01963e+06 |     9.37178     |
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| 27227 | 3.02141e+06 |     7.45878     |
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| 27248 | 3.00188e+06 |     2.62188     |
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| 27249 | 3.00366e+06 |     7.91285     |
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| 27250 | 3.00544e+06 |     2.66469     |
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| 27251 | 3.00722e+06 |     5.92082     |
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| 27253 | 3.01079e+06 |     5.51689     |
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| 27261 | 3.02504e+06 |     8.97892     |
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| 27263 | 3.02861e+06 |     7.41194     |
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| 27265 | 3.00369e+06 |     4.85335e-06 |
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| 27266 | 3.00547e+06 |     0.232054    |
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| 27272 | 3.01616e+06 |    -0.00584556  |
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| 27273 | 3.01795e+06 |     0.212195    |
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| 27274 | 3.01973e+06 |     0.0271721   |
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| 27275 | 3.02151e+06 |     0.160107    |
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| 27276 | 3.02329e+06 |     0.118441    |
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| 27278 | 3.02686e+06 |    -0.0230026   |
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| 27279 | 3.02864e+06 |    -0.0221033   |
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| 27280 | 3.00194e+06 |     5.12018     |
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| 27281 | 3.00372e+06 |     5.9133      |
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| 27282 | 3.00551e+06 |    14.913       |
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| 27283 | 3.00729e+06 |    31.8465      |
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| 27284 | 3.00907e+06 |     8.36799     |
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| 27285 | 3.01085e+06 |    11.5755      |
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| 27286 | 3.01263e+06 |    22.1787      |
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| 27287 | 3.01442e+06 |    11.9831      |
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| 27288 | 3.0162e+06  |    13.8034      |
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| 27289 | 3.01798e+06 |    18.2939      |
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| 27290 | 3.01976e+06 |    41.031       |
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| 27291 | 3.02154e+06 |    14.8758      |
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| 27292 | 3.02333e+06 |    16.3635      |
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| 27293 | 3.02511e+06 |    29.8464      |
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| 27294 | 3.02689e+06 |    18.3772      |
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| 27295 | 3.02867e+06 |    19.5649      |
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| 27296 | 3.00198e+06 |     6.72387     |
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| 27297 | 3.00376e+06 |     7.9746      |
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| 27298 | 3.00554e+06 |     7.68324     |
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| 27299 | 3.00732e+06 |     7.19617     |
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| 27300 | 3.0091e+06  |     9.08184     |
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| 27301 | 3.01088e+06 |     8.08648     |
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| 27302 | 3.01267e+06 |     6.88669     |
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| 27303 | 3.01445e+06 |     7.0953      |
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| 27304 | 3.01623e+06 |     8.62543     |
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| 27305 | 3.01801e+06 |     7.82311     |
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| 27306 | 3.0198e+06  |     7.7866      |
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| 27307 | 3.02158e+06 |     9.24896     |
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| 27308 | 3.02336e+06 |     8.64807     |
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| 27309 | 3.02514e+06 |     7.08034     |
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| 27310 | 3.02692e+06 |     7.63251     |
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| 27311 | 3.0287e+06  |     8.84186     |
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| 27312 | 3.00201e+06 |     0.0629404   |
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| 27313 | 3.00379e+06 |     0.0532343   |
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| 27314 | 3.00557e+06 |     0.238807    |
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| 27315 | 3.00735e+06 |     0.120928    |
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| 27316 | 3.00914e+06 |     0.0620753   |
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| 27317 | 3.01092e+06 |    -0.142653    |
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| 27318 | 3.0127e+06  |    -0.0090813   |
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| 27319 | 3.01448e+06 |     0.100474    |
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| 27320 | 3.01626e+06 |     0.0919919   |
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| 27321 | 3.01805e+06 |     0.256043    |
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| 27322 | 3.01983e+06 |     0.138842    |
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| 27323 | 3.02161e+06 |     0.120144    |
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| 27324 | 3.02339e+06 |    -0.115456    |
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| 27325 | 3.02517e+06 |    -0.00744103  |
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| 27326 | 3.02696e+06 |     0.0929788   |
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| 27327 | 3.02874e+06 |     0.0832404   |
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| 27328 | 3.00204e+06 |     0.825785    |
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| 27329 | 3.00382e+06 |     3.16261     |
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| 27330 | 3.0056e+06  |    -0.700788    |
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| 27331 | 3.00739e+06 |     3.72327     |
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| 27332 | 3.00917e+06 |     0.433597    |
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| 27333 | 3.01095e+06 |     2.77798     |
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| 27334 | 3.01273e+06 |     2.06246     |
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| 27335 | 3.01452e+06 |     0.770506    |
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| 27336 | 3.0163e+06  |     3.2625      |
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| 27337 | 3.01808e+06 |    -0.747425    |
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| 27338 | 3.01986e+06 |     3.74926     |
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| 27339 | 3.02164e+06 |     0.438342    |
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| 27340 | 3.02342e+06 |     2.78401     |
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| 27341 | 3.02521e+06 |     2.07246     |
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| 27342 | 3.02699e+06 |     0.777818    |
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| 27343 | 3.02877e+06 |     3.27106     |
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| 27344 | 3.00207e+06 |     1.56086     |
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| 27345 | 3.00386e+06 |     0.39199     |
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| 27346 | 3.00564e+06 |     1.42736     |
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| 27347 | 3.00742e+06 |     0.255977    |
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| 27348 | 3.0092e+06  |     1.64105     |
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| 27349 | 3.01098e+06 |     0.887995    |
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| 27350 | 3.01277e+06 |     0.956022    |
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| 27351 | 3.01455e+06 |     0.905885    |
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| 27352 | 3.01633e+06 |     0.949054    |
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| 27353 | 3.01811e+06 |     0.898625    |
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| 27354 | 3.01989e+06 |     0.687141    |
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| 27355 | 3.02168e+06 |     1.22735     |
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| 27356 | 3.02346e+06 |     1.21775     |
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| 27357 | 3.02524e+06 |     0.628869    |
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| 27358 | 3.02702e+06 |     1.1588      |
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| 27359 | 3.0288e+06  |     0.690534    |
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| 27360 | 3.00211e+06 |     0.553385    |
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| 27361 | 3.00389e+06 |     0.308374    |
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| 27362 | 3.00567e+06 |     0.436913    |
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| 27363 | 3.00745e+06 |     0.762831    |
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| 27364 | 3.00924e+06 |     0.704601    |
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| 27365 | 3.01102e+06 |     0.415534    |
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| 27366 | 3.0128e+06  |     0.424199    |
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| 27367 | 3.01458e+06 |     0.544466    |
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| 27368 | 3.01636e+06 |     0.307271    |
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| 27369 | 3.01814e+06 |     0.418577    |
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| 27370 | 3.01993e+06 |     0.750019    |
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| 27371 | 3.02171e+06 |     0.690517    |
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| 27372 | 3.02349e+06 |     0.401617    |
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| 27373 | 3.02527e+06 |     0.410447    |
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| 27374 | 3.02706e+06 |     0.530524    |
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| 27375 | 3.02884e+06 |     0.293322    |
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| 27376 | 3.00214e+06 |     3.86328     |
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| 27377 | 3.00392e+06 |     1.94039     |
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| 27378 | 3.0057e+06  |     4.31477     |
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| 27379 | 3.00749e+06 |     3.34415     |
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| 27380 | 3.00927e+06 |     7.18111     |
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| 27381 | 3.01105e+06 |     6.27656     |
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| 27382 | 3.01283e+06 |     4.3011      |
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| 27383 | 3.01461e+06 |     3.92308     |
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| 27384 | 3.0164e+06  |     2.02622     |
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| 27385 | 3.01818e+06 |     4.39654     |
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| 27386 | 3.01996e+06 |     3.43023     |
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| 27387 | 3.02174e+06 |     7.26686     |
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| 27388 | 3.02352e+06 |     6.35607     |
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| 27389 | 3.02531e+06 |     4.38196     |
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| 27390 | 3.02709e+06 |     4.00455     |
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| 27391 | 3.02887e+06 |     2.10778     |
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| 27392 | 3.00217e+06 |   361           |
+-------+-------------+-----------------+
| 27393 | 3.00396e+06 |   406.644       |
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| 27394 | 3.00574e+06 |   474.12        |
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| 27395 | 3.00752e+06 |   636.638       |
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| 27396 | 3.0093e+06  |   579.458       |
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| 27397 | 3.01108e+06 |   478.103       |
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| 27398 | 3.01286e+06 |   359.23        |
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| 27399 | 3.01465e+06 |   397.449       |
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| 27400 | 3.01643e+06 |   418.769       |
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| 27401 | 3.01821e+06 |   494.772       |
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| 27402 | 3.01999e+06 |   666.879       |
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| 27403 | 3.02178e+06 |   569.167       |
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| 27404 | 3.02356e+06 |   471.058       |
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| 27405 | 3.02534e+06 |   416.954       |
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| 27406 | 3.02712e+06 |   489.679       |
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| 27407 | 3.0289e+06  |   522.601       |
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| 27408 | 3.00221e+06 |   461.44        |
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| 27409 | 3.00399e+06 |   345.532       |
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| 27410 | 3.00577e+06 |   485.37        |
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| 27411 | 3.00755e+06 |   511.598       |
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| 27412 | 3.00933e+06 |   574.089       |
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| 27413 | 3.01112e+06 |   486.2         |
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| 27414 | 3.0129e+06  |   457.576       |
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| 27415 | 3.01468e+06 |   488.761       |
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| 27416 | 3.01646e+06 |   347.681       |
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| 27417 | 3.01824e+06 |   583.367       |
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| 27418 | 3.02003e+06 |   505.347       |
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| 27419 | 3.02181e+06 |   647.899       |
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| 27420 | 3.02359e+06 |   538.557       |
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| 27421 | 3.02537e+06 |   469.192       |
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| 27422 | 3.02715e+06 |   540.387       |
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| 27423 | 3.02894e+06 |   408.562       |
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| 27424 | 3.00224e+06 |   224.062       |
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| 27425 | 3.00402e+06 |   257.903       |
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| 27426 | 3.0058e+06  |   256.623       |
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| 27427 | 3.00758e+06 |   437.557       |
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| 27428 | 3.00937e+06 |   375.812       |
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| 27429 | 3.01115e+06 |   286.461       |
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| 27430 | 3.01293e+06 |   267.454       |
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| 27431 | 3.01471e+06 |   303.234       |
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| 27432 | 3.0165e+06  |   243.8         |
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| 27433 | 3.01828e+06 |   338.18        |
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| 27434 | 3.02006e+06 |   418.637       |
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| 27435 | 3.02184e+06 |   466.364       |
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| 27436 | 3.02362e+06 |   265.795       |
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| 27437 | 3.0254e+06  |   360.813       |
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| 27438 | 3.02719e+06 |   276.973       |
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| 27439 | 3.02897e+06 |   342.176       |
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| 27440 | 3.00227e+06 |   495.457       |
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| 27441 | 3.00405e+06 |   724.444       |
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| 27442 | 3.00584e+06 |   711.622       |
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| 27443 | 3.00762e+06 |   553.381       |
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| 27444 | 3.0094e+06  |   502.377       |
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| 27445 | 3.01118e+06 |   351.366       |
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| 27446 | 3.01296e+06 |   612.094       |
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| 27447 | 3.01475e+06 |   766.512       |
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| 27448 | 3.01653e+06 |   650.749       |
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| 27449 | 3.01831e+06 |   527.722       |
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| 27450 | 3.02009e+06 |   383.64        |
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| 27451 | 3.02187e+06 |   533.229       |
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| 27452 | 3.02366e+06 |   609.037       |
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| 27453 | 3.02544e+06 |   802.079       |
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| 27454 | 3.02722e+06 |   777.122       |
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| 27455 | 3.029e+06   |   595.998       |
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| 27456 | 3.0023e+06  |   245.883       |
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| 27457 | 3.00409e+06 |   211.934       |
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| 27458 | 3.00587e+06 |   237.754       |
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| 27459 | 3.00765e+06 |   184.566       |
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| 27460 | 3.00943e+06 |   286.638       |
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| 27461 | 3.01122e+06 |    72.97        |
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| 27462 | 3.013e+06   |    79.6316      |
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| 27463 | 3.01478e+06 |    90.0523      |
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| 27464 | 3.01656e+06 |   151.241       |
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| 27465 | 3.01834e+06 |    69.6864      |
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| 27466 | 3.02012e+06 |   103.176       |
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| 27467 | 3.02191e+06 |   107.565       |
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| 27468 | 3.02369e+06 |    -7.60165     |
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| 27469 | 3.02547e+06 |  -102.936       |
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| 27470 | 3.02725e+06 |     5.95304     |
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| 27471 | 3.02904e+06 |   -31.8413      |
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| 27472 | 3.00234e+06 |    73.2611      |
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| 27473 | 3.00412e+06 |   162.197       |
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| 27474 | 3.0059e+06  |   169.783       |
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| 27475 | 3.00768e+06 |    89.46        |
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| 27476 | 3.00947e+06 |   201.662       |
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| 27477 | 3.01125e+06 |   201.512       |
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| 27478 | 3.01303e+06 |    52.6239      |
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| 27479 | 3.01481e+06 |   174.168       |
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| 27480 | 3.01659e+06 |   195.798       |
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| 27481 | 3.01838e+06 |    46.2114      |
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| 27482 | 3.02016e+06 |   187.817       |
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| 27483 | 3.02194e+06 |   272.365       |
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| 27484 | 3.02372e+06 |    46.4146      |
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| 27485 | 3.0255e+06  |   138.148       |
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| 27486 | 3.02729e+06 |   292.445       |
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| 27487 | 3.02907e+06 |    11.0699      |
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| 27488 | 3.00237e+06 |     0.793524    |
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| 27489 | 3.00415e+06 |     0.347746    |
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| 27490 | 3.00594e+06 |     1.04277     |
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| 27491 | 3.00772e+06 |     3.68466     |
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| 27492 | 3.0095e+06  |     2.24482     |
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| 27493 | 3.01128e+06 |     0.626847    |
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| 27494 | 3.01306e+06 |     0.610717    |
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| 27495 | 3.01484e+06 |     0.581837    |
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| 27496 | 3.01663e+06 |     0.301085    |
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| 27497 | 3.01841e+06 |     0.889195    |
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| 27498 | 3.02019e+06 |     3.94455     |
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| 27499 | 3.02197e+06 |     2.50358     |
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| 27500 | 3.02376e+06 |     0.657532    |
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| 27501 | 3.02554e+06 |     0.589621    |
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| 27502 | 3.02732e+06 |     0.540753    |
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| 27503 | 3.0291e+06  |     0.277727    |
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| 27504 | 3.0024e+06  |   197.435       |
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| 27505 | 3.00419e+06 |   100.666       |
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| 27506 | 3.00597e+06 |   195.074       |
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| 27507 | 3.00775e+06 |   163.656       |
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| 27508 | 3.00953e+06 |   199.318       |
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| 27509 | 3.01131e+06 |   157.535       |
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| 27510 | 3.0131e+06  |   148.776       |
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| 27511 | 3.01488e+06 |   192.929       |
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| 27512 | 3.01666e+06 |   135.707       |
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| 27513 | 3.01844e+06 |   166.591       |
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| 27514 | 3.02022e+06 |   190.373       |
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| 27515 | 3.02201e+06 |   199.853       |
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| 27516 | 3.02379e+06 |   150.31        |
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| 27517 | 3.02557e+06 |   175.504       |
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| 27518 | 3.02735e+06 |   183.888       |
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| 27519 | 3.02913e+06 |   151.106       |
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| 27520 | 3.00244e+06 |     5.94901     |
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| 27521 | 3.00422e+06 |     0.374308    |
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| 27522 | 3.006e+06   |     0.565521    |
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| 27523 | 3.00778e+06 |     8.95        |
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| 27524 | 3.00956e+06 |     9.79242     |
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| 27525 | 3.01135e+06 |     4.08396     |
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| 27526 | 3.01313e+06 |     1.94255     |
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| 27527 | 3.01491e+06 |     6.2184      |
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| 27528 | 3.01669e+06 |     1.37565     |
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| 27529 | 3.01848e+06 |     1.38387     |
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| 27530 | 3.02026e+06 |     9.40959     |
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| 27531 | 3.02204e+06 |    10.0297      |
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| 27532 | 3.02382e+06 |     4.19901     |
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| 27533 | 3.0256e+06  |     2.01911     |
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| 27534 | 3.02738e+06 |     6.25648     |
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| 27535 | 3.02917e+06 |     1.406       |
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| 27536 | 3.00247e+06 |     9.81356     |
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| 27537 | 3.00425e+06 |    12.0938      |
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| 27538 | 3.00603e+06 |    14.0008      |
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| 27539 | 3.00782e+06 |    16.3313      |
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| 27540 | 3.0096e+06  |    18.0805      |
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| 27541 | 3.01138e+06 |    13.9557      |
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| 27542 | 3.01316e+06 |    13.8541      |
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| 27543 | 3.01494e+06 |    13.4105      |
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| 27544 | 3.01673e+06 |    15.355       |
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| 27545 | 3.01851e+06 |    14.1414      |
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| 27546 | 3.02029e+06 |    17.6224      |
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| 27547 | 3.02207e+06 |    20.1436      |
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| 27548 | 3.02385e+06 |    16.6209      |
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| 27549 | 3.02564e+06 |    13.4544      |
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| 27550 | 3.02742e+06 |    14.057       |
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| 27551 | 3.0292e+06  |    16.6654      |
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| 27552 | 3.0025e+06  |     0.183169    |
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| 27553 | 3.00428e+06 |     0.263582    |
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| 27554 | 3.00607e+06 |     1.63503     |
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| 27555 | 3.00785e+06 |     2.4381      |
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| 27556 | 3.00963e+06 |     3.29453     |
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| 27557 | 3.01141e+06 |    -0.588254    |
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| 27558 | 3.0132e+06  |     0.0221809   |
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| 27559 | 3.01498e+06 |    -0.4499      |
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| 27560 | 3.01676e+06 |    -0.295787    |
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| 27561 | 3.01854e+06 |     1.4785      |
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| 27562 | 3.02032e+06 |     2.86072     |
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| 27563 | 3.0221e+06  |     3.81592     |
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| 27564 | 3.02389e+06 |    -0.721284    |
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| 27565 | 3.02567e+06 |    -0.197978    |
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| 27566 | 3.02745e+06 |    -0.641557    |
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| 27567 | 3.02923e+06 |    -0.490947    |
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| 27568 | 3.00254e+06 |     0.855487    |
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| 27569 | 3.00432e+06 |     0.442234    |
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| 27570 | 3.0061e+06  |     0.358362    |
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| 27571 | 3.00788e+06 |     0.579681    |
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| 27572 | 3.00966e+06 |     1.83285     |
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| 27573 | 3.01145e+06 |     0.935138    |
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| 27574 | 3.01323e+06 |    -0.0385229   |
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| 27575 | 3.01501e+06 |     1.04718     |
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| 27576 | 3.01679e+06 |     0.39925     |
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| 27577 | 3.01857e+06 |     0.376411    |
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| 27578 | 3.02036e+06 |     0.58209     |
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| 27579 | 3.02214e+06 |     1.83863     |
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| 27580 | 3.02392e+06 |     0.940463    |
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| 27581 | 3.0257e+06  |    -0.0329041   |
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| 27582 | 3.02748e+06 |     1.05268     |
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| 27583 | 3.02927e+06 |     0.404659    |
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| 27584 | 3.00257e+06 |     0.154291    |
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| 27585 | 3.00435e+06 |     0.217313    |
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| 27586 | 3.00613e+06 |     0.168215    |
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| 27587 | 3.00792e+06 |     0.137111    |
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| 27588 | 3.0097e+06  |     0.0291913   |
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| 27589 | 3.01148e+06 |     0.0704974   |
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| 27590 | 3.01326e+06 |     0.128519    |
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| 27591 | 3.01504e+06 |     0.148246    |
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| 27592 | 3.01682e+06 |     0.209897    |
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| 27593 | 3.01861e+06 |     0.176025    |
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| 27594 | 3.02039e+06 |     0.147116    |
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| 27595 | 3.02217e+06 |     0.0455853   |
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| 27596 | 3.02395e+06 |     0.0845914   |
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| 27597 | 3.02574e+06 |     0.127799    |
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| 27598 | 3.02752e+06 |     0.149566    |
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| 27599 | 3.0293e+06  |     0.211305    |
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| 27600 | 3.0026e+06  |     0.40641     |
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| 27601 | 3.00438e+06 |     0.53111     |
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| 27602 | 3.00617e+06 |     0.482529    |
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| 27603 | 3.00795e+06 |     0.301247    |
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| 27604 | 3.00973e+06 |     0.467238    |
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| 27605 | 3.01151e+06 |     0.491268    |
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| 27606 | 3.01329e+06 |     0.607897    |
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| 27607 | 3.01508e+06 |     0.485593    |
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| 27608 | 3.01686e+06 |     0.508784    |
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| 27609 | 3.01864e+06 |     0.472445    |
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| 27610 | 3.02042e+06 |     0.292981    |
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| 27611 | 3.0222e+06  |     0.460643    |
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| 27612 | 3.02399e+06 |     0.486101    |
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| 27613 | 3.02577e+06 |     0.603845    |
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| 27614 | 3.02755e+06 |     0.481211    |
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| 27615 | 3.02933e+06 |     0.504725    |
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| 27616 | 3.00264e+06 |     1.15068     |
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| 27617 | 3.00442e+06 |     1.12538     |
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| 27618 | 3.0062e+06  |     1.1027      |
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| 27619 | 3.00798e+06 |     1.40156     |
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| 27620 | 3.00976e+06 |     1.60243     |
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| 27621 | 3.01154e+06 |     1.40676     |
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| 27622 | 3.01333e+06 |     1.08007     |
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| 27623 | 3.01511e+06 |     1.05352     |
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| 27624 | 3.01689e+06 |     1.17659     |
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| 27625 | 3.01867e+06 |     1.11173     |
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| 27626 | 3.02046e+06 |     1.41735     |
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| 27627 | 3.02224e+06 |     1.61493     |
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| 27628 | 3.02402e+06 |     1.42178     |
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| 27629 | 3.0258e+06  |     1.09383     |
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| 27630 | 3.02758e+06 |     1.06916     |
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| 27631 | 3.02936e+06 |     1.19188     |
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| 27632 | 3.00267e+06 |   109.325       |
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| 27633 | 3.00445e+06 |   118.538       |
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| 27634 | 3.00623e+06 |   105.363       |
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| 27635 | 3.00801e+06 |   119.883       |
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| 27636 | 3.0098e+06  |   112.949       |
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| 27637 | 3.01158e+06 |   118.309       |
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| 27638 | 3.01336e+06 |   115.024       |
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| 27639 | 3.01514e+06 |   116.203       |
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| 27640 | 3.01692e+06 |   114.643       |
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| 27641 | 3.01871e+06 |   116.941       |
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| 27642 | 3.02049e+06 |   116.522       |
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| 27643 | 3.02227e+06 |   122.271       |
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| 27644 | 3.02405e+06 |   117.421       |
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| 27645 | 3.02583e+06 |   122.141       |
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| 27646 | 3.02762e+06 |   117.196       |
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| 27647 | 3.0294e+06  |   120.28        |
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| 27648 | 3.00092e+06 |    34.6736      |
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| 27649 | 3.0027e+06  |    29.2338      |
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| 27650 | 3.00448e+06 |    39.5227      |
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| 27651 | 3.00627e+06 |    26.5539      |
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| 27652 | 3.00805e+06 |    12.7478      |
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| 27653 | 3.00983e+06 |    24.4916      |
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| 27654 | 3.01161e+06 |    30.2573      |
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| 27655 | 3.01339e+06 |    34.329       |
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| 27656 | 3.01518e+06 |    29.1433      |
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| 27657 | 3.01696e+06 |    39.5134      |
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| 27658 | 3.01874e+06 |    26.6253      |
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| 27659 | 3.02052e+06 |    12.836       |
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| 27660 | 3.0223e+06  |    24.5447      |
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| 27661 | 3.02409e+06 |    30.3247      |
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| 27662 | 3.02587e+06 |    34.4029      |
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| 27663 | 3.02765e+06 |    29.2166      |
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| 27664 | 3.00095e+06 |     4.4027      |
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| 27665 | 3.00274e+06 |     3.57917     |
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| 27666 | 3.00452e+06 |     3.451       |
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| 27667 | 3.0063e+06  |     4.06056     |
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| 27668 | 3.00808e+06 |     2.84738     |
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| 27669 | 3.00986e+06 |     3.06713     |
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| 27670 | 3.01164e+06 |     4.32175     |
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| 27671 | 3.01343e+06 |     3.51121     |
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| 27672 | 3.01521e+06 |     2.84538     |
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| 27673 | 3.01699e+06 |     2.85415     |
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| 27674 | 3.01877e+06 |     3.58022     |
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| 27675 | 3.02056e+06 |     2.46219     |
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| 27676 | 3.02234e+06 |     2.7562      |
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| 27677 | 3.02412e+06 |     4.06133     |
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| 27678 | 3.0259e+06  |     3.31662     |
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| 27679 | 3.02768e+06 |     2.69597     |
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| 27680 | 3.00099e+06 |     8.32129     |
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| 27681 | 3.00277e+06 |     9.37127     |
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| 27682 | 3.00455e+06 |    10.2331      |
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| 27683 | 3.00633e+06 |    16.9256      |
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| 27684 | 3.00811e+06 |    17.7727      |
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| 27685 | 3.0099e+06  |    10.0199      |
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| 27686 | 3.01168e+06 |    10.3418      |
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| 27687 | 3.01346e+06 |     9.10023     |
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| 27688 | 3.01524e+06 |     9.27072     |
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| 27689 | 3.01702e+06 |    10.5297      |
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| 27690 | 3.01881e+06 |    16.2546      |
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| 27691 | 3.02059e+06 |    16.7423      |
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| 27692 | 3.02237e+06 |     9.67546     |
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| 27693 | 3.02415e+06 |     9.79539     |
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| 27694 | 3.02593e+06 |     9.14235     |
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| 27695 | 3.02772e+06 |     9.43054     |
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| 27696 | 3.00102e+06 |     4.99353     |
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| 27697 | 3.0028e+06  |     3.69856     |
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| 27698 | 3.00458e+06 |     2.09354     |
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| 27699 | 3.00636e+06 |     5.36545     |
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| 27700 | 3.00815e+06 |     3.49993     |
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| 27701 | 3.00993e+06 |     3.37175     |
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| 27702 | 3.01171e+06 |     5.50971     |
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| 27703 | 3.01349e+06 |     4.2975      |
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| 27704 | 3.01528e+06 |     3.35694     |
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| 27705 | 3.01706e+06 |     2.41234     |
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| 27706 | 3.01884e+06 |     4.8848      |
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| 27707 | 3.02062e+06 |     3.22788     |
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| 27708 | 3.0224e+06  |     3.25862     |
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| 27709 | 3.02418e+06 |     5.00318     |
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| 27710 | 3.02597e+06 |     4.19792     |
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| 27711 | 3.02775e+06 |     3.22547     |
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| 27712 | 3.00105e+06 |     2.6796      |
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| 27713 | 3.00283e+06 |     2.18699     |
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| 27714 | 3.00462e+06 |     4.50475     |
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| 27715 | 3.0064e+06  |     2.28777     |
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| 27716 | 3.00818e+06 |     2.64421     |
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| 27717 | 3.00996e+06 |     1.19317     |
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| 27718 | 3.01174e+06 |     2.20155     |
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| 27719 | 3.01353e+06 |     2.6822      |
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| 27720 | 3.01531e+06 |     2.22004     |
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| 27721 | 3.01709e+06 |     4.53168     |
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| 27722 | 3.01887e+06 |     2.31336     |
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| 27723 | 3.02065e+06 |     2.66989     |
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| 27724 | 3.02244e+06 |     1.21892     |
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| 27725 | 3.02422e+06 |     2.2273      |
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| 27726 | 3.026e+06   |     2.70795     |
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| 27727 | 3.02778e+06 |     2.24578     |
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| 27728 | 3.00108e+06 |     6.45012     |
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| 27729 | 3.00287e+06 |     8.05991     |
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| 27730 | 3.00465e+06 |     7.88085     |
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| 27731 | 3.00643e+06 |     9.72011     |
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| 27732 | 3.00821e+06 |     5.45824     |
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| 27733 | 3.01e+06    |     5.56263     |
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| 27734 | 3.01178e+06 |     6.72335     |
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| 27735 | 3.01356e+06 |     6.66287     |
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| 27736 | 3.01534e+06 |     8.17792     |
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| 27737 | 3.01712e+06 |     7.9815      |
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| 27738 | 3.0189e+06  |     9.8136      |
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| 27739 | 3.02069e+06 |     5.54895     |
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| 27740 | 3.02247e+06 |     5.65228     |
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| 27741 | 3.02425e+06 |     6.81264     |
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| 27742 | 3.02603e+06 |     6.75208     |
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| 27743 | 3.02782e+06 |     8.26706     |
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| 27744 | 3.00112e+06 |     6.32887     |
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| 27745 | 3.0029e+06  |     6.32079     |
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| 27746 | 3.00468e+06 |     6.64105     |
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| 27747 | 3.00646e+06 |     6.99968     |
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| 27748 | 3.00825e+06 |     6.05674     |
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| 27749 | 3.01003e+06 |     5.06196     |
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| 27750 | 3.01181e+06 |     6.16889     |
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| 27751 | 3.01359e+06 |     6.24732     |
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| 27752 | 3.01537e+06 |     6.33566     |
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| 27753 | 3.01716e+06 |     6.70627     |
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| 27754 | 3.01894e+06 |     7.06122     |
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| 27755 | 3.02072e+06 |     6.09948     |
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| 27756 | 3.0225e+06  |     5.09913     |
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| 27757 | 3.02428e+06 |     6.18726     |
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| 27758 | 3.02607e+06 |     6.26859     |
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| 27759 | 3.02785e+06 |     6.35653     |
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| 27760 | 3.00115e+06 |     2.43173     |
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| 27761 | 3.00293e+06 |     2.45228     |
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| 27762 | 3.00472e+06 |     3.62003     |
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| 27763 | 3.0065e+06  |     2.37121     |
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| 27764 | 3.00828e+06 |     3.11012     |
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| 27765 | 3.01006e+06 |     2.50122     |
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| 27766 | 3.01184e+06 |     2.06891     |
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| 27767 | 3.01362e+06 |     2.33494     |
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| 27768 | 3.01541e+06 |     2.46175     |
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| 27769 | 3.01719e+06 |     3.50191     |
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| 27770 | 3.01897e+06 |     2.44301     |
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| 27771 | 3.02075e+06 |     3.43845     |
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| 27772 | 3.02254e+06 |     2.47914     |
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| 27773 | 3.02432e+06 |     2.15973     |
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| 27774 | 3.0261e+06  |     2.40277     |
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| 27775 | 3.02788e+06 |     2.52096     |
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| 27776 | 3.00118e+06 |    11.6863      |
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| 27777 | 3.00297e+06 |    12.7195      |
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| 27778 | 3.00475e+06 |    13.8247      |
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| 27779 | 3.00653e+06 |    21.2958      |
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| 27780 | 3.00831e+06 |    22.9973      |
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| 27781 | 3.01009e+06 |    14.1177      |
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| 27782 | 3.01188e+06 |    15.9762      |
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| 27783 | 3.01366e+06 |    11.7814      |
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| 27784 | 3.01544e+06 |    12.8574      |
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| 27785 | 3.01722e+06 |    13.9533      |
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| 27786 | 3.019e+06   |    21.4388      |
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| 27787 | 3.02079e+06 |    23.1364      |
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| 27788 | 3.02257e+06 |    14.2664      |
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| 27789 | 3.02435e+06 |    16.1118      |
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| 27790 | 3.02613e+06 |    11.9118      |
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| 27791 | 3.02791e+06 |    12.988       |
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| 27792 | 3.00122e+06 |    11.0607      |
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| 27793 | 3.003e+06   |    12.9132      |
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| 27794 | 3.00478e+06 |    12.9562      |
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| 27795 | 3.00656e+06 |    23.0287      |
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| 27796 | 3.00834e+06 |    20.1905      |
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| 27797 | 3.01013e+06 |    12.1691      |
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| 27798 | 3.01191e+06 |    15.8939      |
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| 27799 | 3.01369e+06 |    10.3922      |
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| 27800 | 3.01547e+06 |    13.3496      |
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| 27801 | 3.01726e+06 |    13.3242      |
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| 27802 | 3.01904e+06 |    24.1454      |
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| 27803 | 3.02082e+06 |    20.7947      |
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| 27804 | 3.0226e+06  |    12.455       |
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| 27805 | 3.02438e+06 |    15.3557      |
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| 27806 | 3.02616e+06 |    10.4355      |
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| 27807 | 3.02795e+06 |    13.5414      |
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| 27808 | 3.00125e+06 |     5.26988     |
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| 27809 | 3.00303e+06 |     5.99953     |
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| 27810 | 3.00481e+06 |     4.61636     |
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| 27811 | 3.0066e+06  |     8.59189     |
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| 27812 | 3.00838e+06 |     5.41995     |
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| 27813 | 3.01016e+06 |     4.34755     |
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| 27814 | 3.01194e+06 |     6.80786     |
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| 27815 | 3.01372e+06 |     5.12493     |
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| 27816 | 3.01551e+06 |     5.73855     |
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| 27817 | 3.01729e+06 |     4.78363     |
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| 27818 | 3.01907e+06 |     8.53942     |
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| 27819 | 3.02085e+06 |     5.51302     |
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| 27820 | 3.02263e+06 |     4.34976     |
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| 27821 | 3.02442e+06 |     6.86732     |
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| 27822 | 3.0262e+06  |     5.14844     |
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| 27823 | 3.02798e+06 |     5.78485     |
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| 27824 | 3.00128e+06 |    35.9056      |
+-------+-------------+-----------------+
| 27825 | 3.00306e+06 |    30.145       |
+-------+-------------+-----------------+
| 27826 | 3.00485e+06 |    47.0344      |
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| 27827 | 3.00663e+06 |    41.5346      |
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| 27828 | 3.00841e+06 |    46.0512      |
+-------+-------------+-----------------+
| 27829 | 3.01019e+06 |    31.1478      |
+-------+-------------+-----------------+
| 27830 | 3.01198e+06 |    29.0248      |
+-------+-------------+-----------------+
| 27831 | 3.01376e+06 |    35.4734      |
+-------+-------------+-----------------+
| 27832 | 3.01554e+06 |    29.8972      |
+-------+-------------+-----------------+
| 27833 | 3.01732e+06 |    46.9065      |
+-------+-------------+-----------------+
| 27834 | 3.0191e+06  |    41.4811      |
+-------+-------------+-----------------+
| 27835 | 3.02088e+06 |    46.04        |
+-------+-------------+-----------------+
| 27836 | 3.02267e+06 |    31.1631      |
+-------+-------------+-----------------+
| 27837 | 3.02445e+06 |    29.0531      |
+-------+-------------+-----------------+
| 27838 | 3.02623e+06 |    35.5083      |
+-------+-------------+-----------------+
| 27839 | 3.02801e+06 |    29.9365      |
+-------+-------------+-----------------+
| 27840 | 3.00132e+06 |    13.9219      |
+-------+-------------+-----------------+
| 27841 | 3.0031e+06  |    12.7126      |
+-------+-------------+-----------------+
| 27842 | 3.00488e+06 |    11.8127      |
+-------+-------------+-----------------+
| 27843 | 3.00666e+06 |    24.9581      |
+-------+-------------+-----------------+
| 27844 | 3.00844e+06 |    21.4346      |
+-------+-------------+-----------------+
| 27845 | 3.01023e+06 |    11.6165      |
+-------+-------------+-----------------+
| 27846 | 3.01201e+06 |    10.3256      |
+-------+-------------+-----------------+
| 27847 | 3.01379e+06 |    13.584       |
+-------+-------------+-----------------+
| 27848 | 3.01557e+06 |    12.2936      |
+-------+-------------+-----------------+
| 27849 | 3.01735e+06 |    11.6275      |
+-------+-------------+-----------------+
| 27850 | 3.01914e+06 |    24.9051      |
+-------+-------------+-----------------+
| 27851 | 3.02092e+06 |    21.4411      |
+-------+-------------+-----------------+
| 27852 | 3.0227e+06  |    11.6473      |
+-------+-------------+-----------------+
| 27853 | 3.02448e+06 |    10.3664      |
+-------+-------------+-----------------+
| 27854 | 3.02626e+06 |    13.6288      |
+-------+-------------+-----------------+
| 27855 | 3.02805e+06 |    12.34        |
+-------+-------------+-----------------+
| 27856 | 3.00135e+06 |     3.45558     |
+-------+-------------+-----------------+
| 27857 | 3.00313e+06 |     3.80648     |
+-------+-------------+-----------------+
| 27858 | 3.00491e+06 |     4.16458     |
+-------+-------------+-----------------+
| 27859 | 3.0067e+06  |    11.2922      |
+-------+-------------+-----------------+
| 27860 | 3.00848e+06 |     6.81037     |
+-------+-------------+-----------------+
| 27861 | 3.01026e+06 |     4.88801     |
+-------+-------------+-----------------+
| 27862 | 3.01204e+06 |     6.10614     |
+-------+-------------+-----------------+
| 27863 | 3.01382e+06 |     3.36259     |
+-------+-------------+-----------------+
| 27864 | 3.0156e+06  |     3.13515     |
+-------+-------------+-----------------+
| 27865 | 3.01739e+06 |     3.56684     |
+-------+-------------+-----------------+
| 27866 | 3.01917e+06 |    10.6298      |
+-------+-------------+-----------------+
| 27867 | 3.02095e+06 |     6.0559      |
+-------+-------------+-----------------+
| 27868 | 3.02273e+06 |     4.39004     |
+-------+-------------+-----------------+
| 27869 | 3.02452e+06 |     5.16251     |
+-------+-------------+-----------------+
| 27870 | 3.0263e+06  |     3.10706     |
+-------+-------------+-----------------+
| 27871 | 3.02808e+06 |     3.00503     |
+-------+-------------+-----------------+
| 27872 | 3.00138e+06 |     1.93706     |
+-------+-------------+-----------------+
| 27873 | 3.00316e+06 |     3.76275     |
+-------+-------------+-----------------+
| 27874 | 3.00495e+06 |     2.0914      |
+-------+-------------+-----------------+
| 27875 | 3.00673e+06 |     4.21658     |
+-------+-------------+-----------------+
| 27876 | 3.00851e+06 |     2.56883     |
+-------+-------------+-----------------+
| 27877 | 3.01029e+06 |     2.74709     |
+-------+-------------+-----------------+
| 27878 | 3.01207e+06 |     2.66483     |
+-------+-------------+-----------------+
| 27879 | 3.01386e+06 |     2.75634     |
+-------+-------------+-----------------+
| 27880 | 3.01564e+06 |     2.51565     |
+-------+-------------+-----------------+
| 27881 | 3.01742e+06 |     2.78518     |
+-------+-------------+-----------------+
| 27882 | 3.0192e+06  |     2.95153     |
+-------+-------------+-----------------+
| 27883 | 3.02098e+06 |     3.17514     |
+-------+-------------+-----------------+
| 27884 | 3.02277e+06 |     2.70947     |
+-------+-------------+-----------------+
| 27885 | 3.02455e+06 |     2.96214     |
+-------+-------------+-----------------+
| 27886 | 3.02633e+06 |     2.26628     |
+-------+-------------+-----------------+
| 27887 | 3.02811e+06 |     3.07155     |
+-------+-------------+-----------------+
| 27888 | 3.00142e+06 |     8.6789      |
+-------+-------------+-----------------+
| 27889 | 3.0032e+06  |     8.59227     |
+-------+-------------+-----------------+
| 27890 | 3.00498e+06 |    12.0002      |
+-------+-------------+-----------------+
| 27891 | 3.00676e+06 |    11.017       |
+-------+-------------+-----------------+
| 27892 | 3.00854e+06 |    10.8331      |
+-------+-------------+-----------------+
| 27893 | 3.01032e+06 |     8.61073     |
+-------+-------------+-----------------+
| 27894 | 3.01211e+06 |     9.39962     |
+-------+-------------+-----------------+
| 27895 | 3.01389e+06 |     8.57225     |
+-------+-------------+-----------------+
| 27896 | 3.01567e+06 |     8.76508     |
+-------+-------------+-----------------+
| 27897 | 3.01745e+06 |    11.9883      |
+-------+-------------+-----------------+
| 27898 | 3.01924e+06 |    10.9962      |
+-------+-------------+-----------------+
| 27899 | 3.02102e+06 |    10.8196      |
+-------+-------------+-----------------+
| 27900 | 3.0228e+06  |     8.58931     |
+-------+-------------+-----------------+
| 27901 | 3.02458e+06 |     9.38944     |
+-------+-------------+-----------------+
| 27902 | 3.02636e+06 |     8.55337     |
+-------+-------------+-----------------+
| 27903 | 3.02814e+06 |     8.74715     |
+-------+-------------+-----------------+
| 27904 | 3.00145e+06 |    23.7859      |
+-------+-------------+-----------------+
| 27905 | 3.00323e+06 |    19.4709      |
+-------+-------------+-----------------+
| 27906 | 3.00501e+06 |    37.7806      |
+-------+-------------+-----------------+
| 27907 | 3.00679e+06 |    23.4349      |
+-------+-------------+-----------------+
| 27908 | 3.00858e+06 |    15.6755      |
+-------+-------------+-----------------+
| 27909 | 3.01036e+06 |    22.4871      |
+-------+-------------+-----------------+
| 27910 | 3.01214e+06 |    19.3554      |
+-------+-------------+-----------------+
| 27911 | 3.01392e+06 |    24.7992      |
+-------+-------------+-----------------+
| 27912 | 3.0157e+06  |    19.3225      |
+-------+-------------+-----------------+
| 27913 | 3.01749e+06 |    39.1486      |
+-------+-------------+-----------------+
| 27914 | 3.01927e+06 |    22.5063      |
+-------+-------------+-----------------+
| 27915 | 3.02105e+06 |    16.3537      |
+-------+-------------+-----------------+
| 27916 | 3.02283e+06 |    22.1062      |
+-------+-------------+-----------------+
| 27917 | 3.02461e+06 |    18.3045      |
+-------+-------------+-----------------+
| 27918 | 3.0264e+06  |    24.9048      |
+-------+-------------+-----------------+
| 27919 | 3.02818e+06 |    19.2929      |
+-------+-------------+-----------------+
| 27920 | 3.00148e+06 |     4.60759     |
+-------+-------------+-----------------+
| 27921 | 3.00326e+06 |     5.20218     |
+-------+-------------+-----------------+
| 27922 | 3.00504e+06 |    10.4257      |
+-------+-------------+-----------------+
| 27923 | 3.00683e+06 |     6.54027     |
+-------+-------------+-----------------+
| 27924 | 3.00861e+06 |     4.64535     |
+-------+-------------+-----------------+
| 27925 | 3.01039e+06 |     5.12818     |
+-------+-------------+-----------------+
| 27926 | 3.01217e+06 |     4.04804     |
+-------+-------------+-----------------+
| 27927 | 3.01396e+06 |     4.65025     |
+-------+-------------+-----------------+
| 27928 | 3.01574e+06 |     5.30701     |
+-------+-------------+-----------------+
| 27929 | 3.01752e+06 |    10.4644      |
+-------+-------------+-----------------+
| 27930 | 3.0193e+06  |     6.5662      |
+-------+-------------+-----------------+
| 27931 | 3.02108e+06 |     4.65935     |
+-------+-------------+-----------------+
| 27932 | 3.02286e+06 |     5.13635     |
+-------+-------------+-----------------+
| 27933 | 3.02465e+06 |     4.05423     |
+-------+-------------+-----------------+
| 27934 | 3.02643e+06 |     4.65461     |
+-------+-------------+-----------------+
| 27935 | 3.02821e+06 |     5.31046     |
+-------+-------------+-----------------+
| 27936 | 3.00151e+06 |     2.91725     |
+-------+-------------+-----------------+
| 27937 | 3.0033e+06  |     2.65679     |
+-------+-------------+-----------------+
| 27938 | 3.00508e+06 |     3.12917     |
+-------+-------------+-----------------+
| 27939 | 3.00686e+06 |     3.14226     |
+-------+-------------+-----------------+
| 27940 | 3.00864e+06 |     4.12334     |
+-------+-------------+-----------------+
| 27941 | 3.01042e+06 |     2.042       |
+-------+-------------+-----------------+
| 27942 | 3.01221e+06 |     1.77553     |
+-------+-------------+-----------------+
| 27943 | 3.01399e+06 |     2.75842     |
+-------+-------------+-----------------+
| 27944 | 3.01577e+06 |     2.5666      |
+-------+-------------+-----------------+
| 27945 | 3.01755e+06 |     3.0336      |
+-------+-------------+-----------------+
| 27946 | 3.01933e+06 |     3.3565      |
+-------+-------------+-----------------+
| 27947 | 3.02112e+06 |     3.86563     |
+-------+-------------+-----------------+
| 27948 | 3.0229e+06  |     2.01739     |
+-------+-------------+-----------------+
| 27949 | 3.02468e+06 |     1.88981     |
+-------+-------------+-----------------+
| 27950 | 3.02646e+06 |     2.76366     |
+-------+-------------+-----------------+
| 27951 | 3.02824e+06 |     2.56352     |
+-------+-------------+-----------------+
| 27952 | 3.00155e+06 |    16.0813      |
+-------+-------------+-----------------+
| 27953 | 3.00333e+06 |    10.8803      |
+-------+-------------+-----------------+
| 27954 | 3.00511e+06 |    21.0118      |
+-------+-------------+-----------------+
| 27955 | 3.00689e+06 |    19.7637      |
+-------+-------------+-----------------+
| 27956 | 3.00868e+06 |    23.6817      |
+-------+-------------+-----------------+
| 27957 | 3.01046e+06 |    15.363       |
+-------+-------------+-----------------+
| 27958 | 3.01224e+06 |     8.86476     |
+-------+-------------+-----------------+
| 27959 | 3.01402e+06 |    16.3346      |
+-------+-------------+-----------------+
| 27960 | 3.0158e+06  |    10.8383      |
+-------+-------------+-----------------+
| 27961 | 3.01758e+06 |    22.6315      |
+-------+-------------+-----------------+
| 27962 | 3.01937e+06 |    18.7006      |
+-------+-------------+-----------------+
| 27963 | 3.02115e+06 |    23.533       |
+-------+-------------+-----------------+
| 27964 | 3.02293e+06 |    15.6612      |
+-------+-------------+-----------------+
| 27965 | 3.02471e+06 |     9.90228     |
+-------+-------------+-----------------+
| 27966 | 3.0265e+06  |    16.2849      |
+-------+-------------+-----------------+
| 27967 | 3.02828e+06 |    10.8258      |
+-------+-------------+-----------------+
| 27968 | 3.00158e+06 |     4.32143     |
+-------+-------------+-----------------+
| 27969 | 3.00336e+06 |     3.99331     |
+-------+-------------+-----------------+
| 27970 | 3.00514e+06 |     5.62063     |
+-------+-------------+-----------------+
| 27971 | 3.00693e+06 |     8.71979     |
+-------+-------------+-----------------+
| 27972 | 3.00871e+06 |     7.85731     |
+-------+-------------+-----------------+
| 27973 | 3.01049e+06 |     4.28753     |
+-------+-------------+-----------------+
| 27974 | 3.01227e+06 |     5.52093     |
+-------+-------------+-----------------+
| 27975 | 3.01405e+06 |     4.00955     |
+-------+-------------+-----------------+
| 27976 | 3.01584e+06 |     4.21769     |
+-------+-------------+-----------------+
| 27977 | 3.01762e+06 |     5.71736     |
+-------+-------------+-----------------+
| 27978 | 3.0194e+06  |     8.85736     |
+-------+-------------+-----------------+
| 27979 | 3.02118e+06 |     7.98168     |
+-------+-------------+-----------------+
| 27980 | 3.02296e+06 |     4.41638     |
+-------+-------------+-----------------+
| 27981 | 3.02475e+06 |     5.64914     |
+-------+-------------+-----------------+
| 27982 | 3.02653e+06 |     4.13775     |
+-------+-------------+-----------------+
| 27983 | 3.02831e+06 |     4.34569     |
+-------+-------------+-----------------+
| 27984 | 3.00161e+06 |     5.50265     |
+-------+-------------+-----------------+
| 27985 | 3.0034e+06  |     4.18964     |
+-------+-------------+-----------------+
| 27986 | 3.00518e+06 |     4.98281     |
+-------+-------------+-----------------+
| 27987 | 3.00696e+06 |    11.516       |
+-------+-------------+-----------------+
| 27988 | 3.00874e+06 |     8.66714     |
+-------+-------------+-----------------+
| 27989 | 3.01052e+06 |     4.03364     |
+-------+-------------+-----------------+
| 27990 | 3.0123e+06  |     5.79596     |
+-------+-------------+-----------------+
| 27991 | 3.01409e+06 |     4.66374     |
+-------+-------------+-----------------+
| 27992 | 3.01587e+06 |     4.22522     |
+-------+-------------+-----------------+
| 27993 | 3.01765e+06 |     5.35662     |
+-------+-------------+-----------------+
| 27994 | 3.01943e+06 |    10.385       |
+-------+-------------+-----------------+
| 27995 | 3.02122e+06 |     8.93946     |
+-------+-------------+-----------------+
| 27996 | 3.023e+06   |     4.37944     |
+-------+-------------+-----------------+
| 27997 | 3.02478e+06 |     5.56593     |
+-------+-------------+-----------------+
| 27998 | 3.02656e+06 |     4.78327     |
+-------+-------------+-----------------+
| 27999 | 3.02834e+06 |     4.22336     |
+-------+-------------+-----------------+
| 28000 | 3.00165e+06 |    83.5071      |
+-------+-------------+-----------------+
| 28001 | 3.00343e+06 |    81.1722      |
+-------+-------------+-----------------+
| 28002 | 3.00521e+06 |   135.258       |
+-------+-------------+-----------------+
| 28003 | 3.00699e+06 |   103.128       |
+-------+-------------+-----------------+
| 28004 | 3.00877e+06 |   110.289       |
+-------+-------------+-----------------+
| 28005 | 3.01056e+06 |    85.9764      |
+-------+-------------+-----------------+
| 28006 | 3.01234e+06 |    74.6298      |
+-------+-------------+-----------------+
| 28007 | 3.01412e+06 |    86.5228      |
+-------+-------------+-----------------+
| 28008 | 3.0159e+06  |    80.4012      |
+-------+-------------+-----------------+
| 28009 | 3.01768e+06 |   135.08        |
+-------+-------------+-----------------+
| 28010 | 3.01947e+06 |   102.927       |
+-------+-------------+-----------------+
| 28011 | 3.02125e+06 |   109.895       |
+-------+-------------+-----------------+
| 28012 | 3.02303e+06 |    86.093       |
+-------+-------------+-----------------+
| 28013 | 3.02481e+06 |    74.3445      |
+-------+-------------+-----------------+
| 28014 | 3.02659e+06 |    86.4229      |
+-------+-------------+-----------------+
| 28015 | 3.02838e+06 |    80.373       |
+-------+-------------+-----------------+
| 28016 | 3.00168e+06 |     4.54654     |
+-------+-------------+-----------------+
| 28017 | 3.00346e+06 |     4.86876     |
+-------+-------------+-----------------+
| 28018 | 3.00524e+06 |     5.50977     |
+-------+-------------+-----------------+
| 28019 | 3.00702e+06 |     6.42214     |
+-------+-------------+-----------------+
| 28020 | 3.00881e+06 |     5.8251      |
+-------+-------------+-----------------+
| 28021 | 3.01059e+06 |     4.76043     |
+-------+-------------+-----------------+
| 28022 | 3.01237e+06 |     6.51112     |
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| 28023 | 3.01415e+06 |     4.58871     |
+-------+-------------+-----------------+
| 28024 | 3.01594e+06 |     4.92471     |
+-------+-------------+-----------------+
| 28025 | 3.01772e+06 |     5.56149     |
+-------+-------------+-----------------+
| 28026 | 3.0195e+06  |     6.47321     |
+-------+-------------+-----------------+
| 28027 | 3.02128e+06 |     5.87588     |
+-------+-------------+-----------------+
| 28028 | 3.02306e+06 |     4.81114     |
+-------+-------------+-----------------+
| 28029 | 3.02484e+06 |     6.56181     |
+-------+-------------+-----------------+
| 28030 | 3.02663e+06 |     4.6394      |
+-------+-------------+-----------------+
| 28031 | 3.02841e+06 |     4.9754      |
+-------+-------------+-----------------+
| 28032 | 3.00171e+06 |     7.45163     |
+-------+-------------+-----------------+
| 28033 | 3.00349e+06 |     5.0616      |
+-------+-------------+-----------------+
| 28034 | 3.00528e+06 |     6.60461     |
+-------+-------------+-----------------+
| 28035 | 3.00706e+06 |     9.33598     |
+-------+-------------+-----------------+
| 28036 | 3.00884e+06 |     7.84235     |
+-------+-------------+-----------------+
| 28037 | 3.01062e+06 |     8.09043     |
+-------+-------------+-----------------+
| 28038 | 3.0124e+06  |     7.65619     |
+-------+-------------+-----------------+
| 28039 | 3.01419e+06 |     7.33681     |
+-------+-------------+-----------------+
| 28040 | 3.01597e+06 |     5.99771     |
+-------+-------------+-----------------+
| 28041 | 3.01775e+06 |     6.21317     |
+-------+-------------+-----------------+
| 28042 | 3.01953e+06 |     9.79608     |
+-------+-------------+-----------------+
| 28043 | 3.02131e+06 |     7.66809     |
+-------+-------------+-----------------+
| 28044 | 3.0231e+06  |     8.38454     |
+-------+-------------+-----------------+
| 28045 | 3.02488e+06 |     7.6285      |
+-------+-------------+-----------------+
| 28046 | 3.02666e+06 |     7.5434      |
+-------+-------------+-----------------+
| 28047 | 3.02844e+06 |     6.01642     |
+-------+-------------+-----------------+
| 28048 | 3.00174e+06 |     2.10721     |
+-------+-------------+-----------------+
| 28049 | 3.00353e+06 |     1.88541     |
+-------+-------------+-----------------+
| 28050 | 3.00531e+06 |     2.58863     |
+-------+-------------+-----------------+
| 28051 | 3.00709e+06 |     3.27268     |
+-------+-------------+-----------------+
| 28052 | 3.00887e+06 |     3.04505     |
+-------+-------------+-----------------+
| 28053 | 3.01066e+06 |     2.16875     |
+-------+-------------+-----------------+
| 28054 | 3.01244e+06 |     2.31907     |
+-------+-------------+-----------------+
| 28055 | 3.01422e+06 |     2.06517     |
+-------+-------------+-----------------+
| 28056 | 3.016e+06   |     2.02975     |
+-------+-------------+-----------------+
| 28057 | 3.01778e+06 |     2.57427     |
+-------+-------------+-----------------+
| 28058 | 3.01956e+06 |     3.27928     |
+-------+-------------+-----------------+
| 28059 | 3.02135e+06 |     3.05633     |
+-------+-------------+-----------------+
| 28060 | 3.02313e+06 |     2.24816     |
+-------+-------------+-----------------+
| 28061 | 3.02491e+06 |     2.30261     |
+-------+-------------+-----------------+
| 28062 | 3.02669e+06 |     2.10048     |
+-------+-------------+-----------------+
| 28063 | 3.02848e+06 |     2.05482     |
+-------+-------------+-----------------+
| 28064 | 3.00178e+06 |     1.1807      |
+-------+-------------+-----------------+
| 28065 | 3.00356e+06 |     1.72188     |
+-------+-------------+-----------------+
| 28066 | 3.00534e+06 |     1.30108     |
+-------+-------------+-----------------+
| 28067 | 3.00712e+06 |     2.30513     |
+-------+-------------+-----------------+
| 28068 | 3.00891e+06 |     1.8759      |
+-------+-------------+-----------------+
| 28069 | 3.01069e+06 |     1.15699     |
+-------+-------------+-----------------+
| 28070 | 3.01247e+06 |     1.77917     |
+-------+-------------+-----------------+
| 28071 | 3.01425e+06 |     1.23439     |
+-------+-------------+-----------------+
| 28072 | 3.01603e+06 |     1.88038     |
+-------+-------------+-----------------+
| 28073 | 3.01782e+06 |     1.37346     |
+-------+-------------+-----------------+
| 28074 | 3.0196e+06  |     2.3642      |
+-------+-------------+-----------------+
| 28075 | 3.02138e+06 |     1.92158     |
+-------+-------------+-----------------+
| 28076 | 3.02316e+06 |     1.19471     |
+-------+-------------+-----------------+
| 28077 | 3.02494e+06 |     1.81346     |
+-------+-------------+-----------------+
| 28078 | 3.02673e+06 |     1.26507     |
+-------+-------------+-----------------+
| 28079 | 3.02851e+06 |     1.90974     |
+-------+-------------+-----------------+
| 28080 | 3.00181e+06 |     4.7496      |
+-------+-------------+-----------------+
| 28081 | 3.00359e+06 |     4.49316     |
+-------+-------------+-----------------+
| 28082 | 3.00538e+06 |     3.22912     |
+-------+-------------+-----------------+
| 28083 | 3.00716e+06 |     3.97653     |
+-------+-------------+-----------------+
| 28084 | 3.00894e+06 |     3.12821     |
+-------+-------------+-----------------+
| 28085 | 3.01072e+06 |     3.38823     |
+-------+-------------+-----------------+
| 28086 | 3.0125e+06  |     3.70514     |
+-------+-------------+-----------------+
| 28087 | 3.01428e+06 |     4.33467     |
+-------+-------------+-----------------+
| 28088 | 3.01607e+06 |     4.19354     |
+-------+-------------+-----------------+
| 28089 | 3.01785e+06 |     3.25872     |
+-------+-------------+-----------------+
| 28090 | 3.01963e+06 |     4.13387     |
+-------+-------------+-----------------+
| 28091 | 3.02141e+06 |     3.29841     |
+-------+-------------+-----------------+
| 28092 | 3.0232e+06  |     3.48973     |
+-------+-------------+-----------------+
| 28093 | 3.02498e+06 |     3.7487      |
+-------+-------------+-----------------+
| 28094 | 3.02676e+06 |     4.36778     |
+-------+-------------+-----------------+
| 28095 | 3.02854e+06 |     4.23729     |
+-------+-------------+-----------------+
| 28096 | 3.00184e+06 |     1.08341     |
+-------+-------------+-----------------+
| 28097 | 3.00363e+06 |     1.20138     |
+-------+-------------+-----------------+
| 28098 | 3.00541e+06 |     1.58652     |
+-------+-------------+-----------------+
| 28099 | 3.00719e+06 |     1.52266     |
+-------+-------------+-----------------+
| 28100 | 3.00897e+06 |     1.76347     |
+-------+-------------+-----------------+
| 28101 | 3.01075e+06 |     1.22826     |
+-------+-------------+-----------------+
| 28102 | 3.01254e+06 |     1.50404     |
+-------+-------------+-----------------+
| 28103 | 3.01432e+06 |     1.14689     |
+-------+-------------+-----------------+
| 28104 | 3.0161e+06  |     1.33586     |
+-------+-------------+-----------------+
| 28105 | 3.01788e+06 |     1.65914     |
+-------+-------------+-----------------+
| 28106 | 3.01966e+06 |     1.56861     |
+-------+-------------+-----------------+
| 28107 | 3.02145e+06 |     1.80332     |
+-------+-------------+-----------------+
| 28108 | 3.02323e+06 |     1.26742     |
+-------+-------------+-----------------+
| 28109 | 3.02501e+06 |     1.54331     |
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| 28110 | 3.02679e+06 |     1.18624     |
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| 28111 | 3.02857e+06 |     1.37523     |
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| 28112 | 3.00188e+06 |     0.105396    |
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| 28113 | 3.00366e+06 |     1.19169     |
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| 28114 | 3.00544e+06 |     1.96461     |
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| 28115 | 3.00722e+06 |     1.75864     |
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| 28116 | 3.009e+06   |     1.35908     |
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| 28117 | 3.01079e+06 |    -0.110902    |
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| 28118 | 3.01257e+06 |     2.12945     |
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| 28119 | 3.01435e+06 |     0.779411    |
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| 28120 | 3.01613e+06 |     0.913251    |
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| 28121 | 3.01792e+06 |     1.87961     |
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| 28122 | 3.0197e+06  |     2.00435     |
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| 28123 | 3.02148e+06 |     1.28633     |
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| 28124 | 3.02326e+06 |    -0.243505    |
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| 28125 | 3.02504e+06 |     1.47866     |
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| 28126 | 3.02682e+06 |     0.668536    |
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| 28127 | 3.02861e+06 |     0.935607    |
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| 28128 | 3.00191e+06 |    15.0646      |
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| 28129 | 3.00369e+06 |    12.7079      |
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| 28130 | 3.00547e+06 |    16.2801      |
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| 28131 | 3.00726e+06 |    16.2396      |
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| 28132 | 3.00904e+06 |    10.1733      |
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| 28133 | 3.01082e+06 |    11.6954      |
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| 28134 | 3.0126e+06  |    11.5726      |
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| 28135 | 3.01438e+06 |    14.2848      |
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| 28136 | 3.01617e+06 |    12.2502      |
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| 28137 | 3.01795e+06 |    15.9123      |
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| 28138 | 3.01973e+06 |    15.9228      |
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| 28139 | 3.02151e+06 |     9.89516     |
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| 28140 | 3.02329e+06 |    11.4451      |
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| 28141 | 3.02508e+06 |    11.3416      |
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| 28142 | 3.02686e+06 |    14.0694      |
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| 28143 | 3.02864e+06 |    12.0477      |
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| 28144 | 3.00194e+06 |    14.0736      |
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| 28145 | 3.00372e+06 |    20.2861      |
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| 28146 | 3.00551e+06 |    21.8966      |
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| 28147 | 3.00729e+06 |    23.777       |
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| 28148 | 3.00907e+06 |    19.9554      |
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| 28149 | 3.01085e+06 |    13.8674      |
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| 28150 | 3.01264e+06 |    11.2406      |
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| 28151 | 3.01442e+06 |    13.9563      |
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| 28152 | 3.0162e+06  |    19.8702      |
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| 28153 | 3.01798e+06 |    21.8722      |
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| 28154 | 3.01976e+06 |    23.853       |
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| 28155 | 3.02154e+06 |    20.1502      |
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| 28156 | 3.02333e+06 |    13.9352      |
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| 28157 | 3.02511e+06 |    11.3445      |
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| 28158 | 3.02689e+06 |    14.028       |
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| 28159 | 3.02867e+06 |    19.9401      |
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| 28160 | 3.00198e+06 |    16.5781      |
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| 28161 | 3.00376e+06 |    14.9953      |
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| 28162 | 3.00554e+06 |    20.1097      |
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| 28163 | 3.00732e+06 |    24.5627      |
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| 28164 | 3.0091e+06  |    22.6873      |
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| 28165 | 3.01089e+06 |    14.694       |
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| 28166 | 3.01267e+06 |    22.2532      |
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| 28167 | 3.01445e+06 |    16.5177      |
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| 28168 | 3.01623e+06 |    15.3541      |
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| 28169 | 3.01801e+06 |    20.2451      |
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| 28170 | 3.0198e+06  |    24.8511      |
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| 28171 | 3.02158e+06 |    22.8697      |
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| 28172 | 3.02336e+06 |    14.9501      |
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| 28173 | 3.02514e+06 |    22.4577      |
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| 28174 | 3.02692e+06 |    16.758       |
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| 28175 | 3.02871e+06 |    15.5692      |
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| 28176 | 3.00201e+06 |    22.6965      |
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| 28177 | 3.00379e+06 |    20.283       |
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| 28178 | 3.00557e+06 |    34.6728      |
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| 28179 | 3.00736e+06 |    34.5185      |
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| 28180 | 3.00914e+06 |    37.4732      |
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| 28181 | 3.01092e+06 |    21.3133      |
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| 28182 | 3.0127e+06  |    22.4646      |
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| 28183 | 3.01448e+06 |    22.7656      |
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| 28184 | 3.01626e+06 |    20.1785      |
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| 28185 | 3.01805e+06 |    34.5023      |
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| 28186 | 3.01983e+06 |    34.3688      |
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| 28187 | 3.02161e+06 |    37.3175      |
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| 28188 | 3.02339e+06 |    21.1872      |
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| 28189 | 3.02518e+06 |    22.2885      |
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| 28190 | 3.02696e+06 |    22.6272      |
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| 28191 | 3.02874e+06 |    20.0113      |
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| 28192 | 3.00204e+06 |     5.31001     |
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| 28193 | 3.00382e+06 |     7.05706     |
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| 28194 | 3.00561e+06 |     6.95581     |
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| 28195 | 3.00739e+06 |     8.04035     |
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| 28196 | 3.00917e+06 |     5.51595     |
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| 28197 | 3.01095e+06 |     8.98984     |
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| 28198 | 3.01273e+06 |     6.69738     |
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| 28199 | 3.01452e+06 |     6.02011     |
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| 28200 | 3.0163e+06  |     6.78653     |
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| 28201 | 3.01808e+06 |     7.27005     |
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| 28202 | 3.01986e+06 |     7.99676     |
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| 28203 | 3.02164e+06 |     5.69131     |
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| 28204 | 3.02343e+06 |     9.03135     |
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| 28205 | 3.02521e+06 |     6.82062     |
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| 28206 | 3.02699e+06 |     6.09301     |
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| 28207 | 3.02877e+06 |     6.89065     |
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| 28208 | 3.00208e+06 |     7.54759     |
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| 28209 | 3.00386e+06 |     6.77302     |
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| 28210 | 3.00564e+06 |     8.63537     |
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| 28211 | 3.00742e+06 |     8.62655     |
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| 28212 | 3.0092e+06  |    11.0217      |
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| 28213 | 3.01098e+06 |     7.02897     |
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| 28214 | 3.01277e+06 |     6.07416     |
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| 28215 | 3.01455e+06 |     6.85815     |
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| 28216 | 3.01633e+06 |     7.37756     |
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| 28217 | 3.01811e+06 |     8.18043     |
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| 28218 | 3.0199e+06  |     9.02048     |
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| 28219 | 3.02168e+06 |    10.7337      |
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| 28220 | 3.02346e+06 |     7.28699     |
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| 28221 | 3.02524e+06 |     5.89709     |
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| 28222 | 3.02702e+06 |     7.02812     |
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| 28223 | 3.0288e+06  |     7.26842     |
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| 28224 | 3.00211e+06 |    15.578       |
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| 28225 | 3.00389e+06 |    14.9417      |
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| 28226 | 3.00567e+06 |    19.8939      |
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| 28227 | 3.00745e+06 |    21.5019      |
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| 28228 | 3.00924e+06 |    22.644       |
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| 28229 | 3.01102e+06 |    16.3213      |
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| 28230 | 3.0128e+06  |    15.9759      |
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| 28231 | 3.01458e+06 |    16.2635      |
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| 28232 | 3.01636e+06 |    14.7991      |
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| 28233 | 3.01815e+06 |    19.3404      |
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| 28234 | 3.01993e+06 |    20.5175      |
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| 28235 | 3.02171e+06 |    22.3777      |
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| 28236 | 3.02349e+06 |    16.3085      |
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| 28239 | 3.02884e+06 |    14.6142      |
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| 28243 | 3.00749e+06 |     1.21565     |
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| 28256 | 3.00217e+06 |    83.0297      |
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| 28258 | 3.00574e+06 |   147.165       |
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| 28261 | 3.01108e+06 |    79.7233      |
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| 28265 | 3.01821e+06 |   143.448       |
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| 28268 | 3.02356e+06 |    81.9586      |
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| 28281 | 3.01824e+06 |   142.888       |
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| 28282 | 3.02003e+06 |   118.796       |
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| 28283 | 3.02181e+06 |   134.692       |
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| 28284 | 3.02359e+06 |    78.7558      |
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| 28285 | 3.02537e+06 |    65.3207      |
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| 28286 | 3.02716e+06 |    77.3834      |
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| 28287 | 3.02894e+06 |    70.8769      |
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| 28288 | 3.00224e+06 |    39.1647      |
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| 28290 | 3.0058e+06  |    70.8361      |
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| 28293 | 3.01115e+06 |    35.7084      |
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| 28294 | 3.01293e+06 |    33.715       |
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| 28295 | 3.01471e+06 |    37.3448      |
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| 28297 | 3.01828e+06 |    71.0206      |
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| 28298 | 3.02006e+06 |    77.2835      |
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| 28303 | 3.02897e+06 |    41.3429      |
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| 28304 | 3.00227e+06 |    65.7242      |
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| 28305 | 3.00406e+06 |    61.8801      |
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| 28306 | 3.00584e+06 |   111.399       |
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| 28307 | 3.00762e+06 |    90.7486      |
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| 28308 | 3.0094e+06  |   103.905       |
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| 28309 | 3.01118e+06 |    68.3887      |
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| 28311 | 3.01475e+06 |    61.4032      |
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| 28313 | 3.01831e+06 |   110.158       |
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| 28314 | 3.02009e+06 |    91.1554      |
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| 28315 | 3.02188e+06 |   103.34        |
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| 28316 | 3.02366e+06 |    68.6147      |
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| 28317 | 3.02544e+06 |    52.7364      |
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| 28318 | 3.02722e+06 |    61.6294      |
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| 28320 | 3.00231e+06 |    15.9056      |
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| 28321 | 3.00409e+06 |    19.887       |
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| 28322 | 3.00587e+06 |    38.501       |
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| 28323 | 3.00765e+06 |    36.0203      |
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| 28324 | 3.00943e+06 |    39.8245      |
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| 28325 | 3.01122e+06 |    17.1456      |
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| 28328 | 3.01656e+06 |    19.7875      |
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| 28329 | 3.01834e+06 |    38.4564      |
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| 28330 | 3.02013e+06 |    35.9148      |
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| 28331 | 3.02191e+06 |    39.7766      |
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| 28332 | 3.02369e+06 |    17.1082      |
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| 28334 | 3.02725e+06 |    15.7011      |
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| 28335 | 3.02904e+06 |    19.7527      |
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| 28336 | 3.00234e+06 |    85.6291      |
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| 28337 | 3.00412e+06 |    77.7174      |
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| 28338 | 3.0059e+06  |   131.427       |
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| 28339 | 3.00768e+06 |    89.9336      |
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| 28340 | 3.00947e+06 |    93.1134      |
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| 28341 | 3.01125e+06 |    87.7173      |
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| 28342 | 3.01303e+06 |    73.0473      |
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| 28343 | 3.01481e+06 |    88.6915      |
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| 28344 | 3.0166e+06  |    76.2942      |
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| 28345 | 3.01838e+06 |   131.448       |
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| 28346 | 3.02016e+06 |    88.5476      |
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| 28347 | 3.02194e+06 |    92.7954      |
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| 28348 | 3.02372e+06 |    87.0831      |
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| 28349 | 3.0255e+06  |    72.6072      |
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| 28350 | 3.02729e+06 |    87.9431      |
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| 28351 | 3.02907e+06 |    76.6084      |
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| 28352 | 3.00237e+06 |     9.62458     |
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| 28353 | 3.00415e+06 |     9.74957     |
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| 28354 | 3.00594e+06 |     9.21443     |
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| 28355 | 3.00772e+06 |     8.46286     |
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| 28356 | 3.0095e+06  |     9.04661     |
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| 28357 | 3.01128e+06 |     6.51236     |
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| 28358 | 3.01306e+06 |     7.36218     |
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| 28359 | 3.01485e+06 |     9.31773     |
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| 28360 | 3.01663e+06 |     9.56321     |
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| 28361 | 3.01841e+06 |     9.37857     |
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| 28362 | 3.02019e+06 |     8.27703     |
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| 28363 | 3.02197e+06 |     8.44266     |
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| 28364 | 3.02376e+06 |     6.18201     |
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| 28365 | 3.02554e+06 |     7.35739     |
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| 28366 | 3.02732e+06 |     9.15044     |
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| 28367 | 3.0291e+06  |     9.38516     |
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| 28368 | 3.0024e+06  |    15.9006      |
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| 28369 | 3.00419e+06 |    16.9374      |
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| 28370 | 3.00597e+06 |    25.0688      |
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| 28371 | 3.00775e+06 |    25.0572      |
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| 28372 | 3.00953e+06 |    24.9455      |
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| 28373 | 3.01132e+06 |    18.2416      |
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| 28374 | 3.0131e+06  |    14.8592      |
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| 28375 | 3.01488e+06 |    16.5588      |
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| 28376 | 3.01666e+06 |    17.0269      |
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| 28377 | 3.01844e+06 |    25.2263      |
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| 28378 | 3.02022e+06 |    25.0754      |
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| 28379 | 3.02201e+06 |    25.3663      |
+-------+-------------+-----------------+
| 28380 | 3.02379e+06 |    18.2018      |
+-------+-------------+-----------------+
| 28381 | 3.02557e+06 |    14.8961      |
+-------+-------------+-----------------+
| 28382 | 3.02735e+06 |    16.5972      |
+-------+-------------+-----------------+
| 28383 | 3.02914e+06 |    17.0762      |
+-------+-------------+-----------------+
| 28384 | 3.00244e+06 |    48.4822      |
+-------+-------------+-----------------+
| 28385 | 3.00422e+06 |    39.4499      |
+-------+-------------+-----------------+
| 28386 | 3.006e+06   |    78.6712      |
+-------+-------------+-----------------+
| 28387 | 3.00778e+06 |    53.9161      |
+-------+-------------+-----------------+
| 28388 | 3.00957e+06 |    54.013       |
+-------+-------------+-----------------+
| 28389 | 3.01135e+06 |    44.5734      |
+-------+-------------+-----------------+
| 28390 | 3.01313e+06 |    35.2702      |
+-------+-------------+-----------------+
| 28391 | 3.01491e+06 |    48.082       |
+-------+-------------+-----------------+
| 28392 | 3.01669e+06 |    39.5455      |
+-------+-------------+-----------------+
| 28393 | 3.01848e+06 |    78.8516      |
+-------+-------------+-----------------+
| 28394 | 3.02026e+06 |    54.0926      |
+-------+-------------+-----------------+
| 28395 | 3.02204e+06 |    54.1844      |
+-------+-------------+-----------------+
| 28396 | 3.02382e+06 |    44.7446      |
+-------+-------------+-----------------+
| 28397 | 3.0256e+06  |    35.4429      |
+-------+-------------+-----------------+
| 28398 | 3.02739e+06 |    48.2521      |
+-------+-------------+-----------------+
| 28399 | 3.02917e+06 |    39.7149      |
+-------+-------------+-----------------+
| 28400 | 3.00247e+06 |     7.27321     |
+-------+-------------+-----------------+
| 28401 | 3.00425e+06 |     7.80824     |
+-------+-------------+-----------------+
| 28402 | 3.00604e+06 |     9.52924     |
+-------+-------------+-----------------+
| 28403 | 3.00782e+06 |     9.60881     |
+-------+-------------+-----------------+
| 28404 | 3.0096e+06  |     9.1363      |
+-------+-------------+-----------------+
| 28405 | 3.01138e+06 |     7.61424     |
+-------+-------------+-----------------+
| 28406 | 3.01316e+06 |     8.65224     |
+-------+-------------+-----------------+
| 28407 | 3.01494e+06 |     7.32556     |
+-------+-------------+-----------------+
| 28408 | 3.01673e+06 |     7.87333     |
+-------+-------------+-----------------+
| 28409 | 3.01851e+06 |     8.94624     |
+-------+-------------+-----------------+
| 28410 | 3.02029e+06 |    10.1384      |
+-------+-------------+-----------------+
| 28411 | 3.02207e+06 |     9.22118     |
+-------+-------------+-----------------+
| 28412 | 3.02386e+06 |     7.91311     |
+-------+-------------+-----------------+
| 28413 | 3.02564e+06 |     9.00607     |
+-------+-------------+-----------------+
| 28414 | 3.02742e+06 |     7.52479     |
+-------+-------------+-----------------+
| 28415 | 3.0292e+06  |     8.07375     |
+-------+-------------+-----------------+
| 28416 | 3.0025e+06  |     4.90162     |
+-------+-------------+-----------------+
| 28417 | 3.00429e+06 |     4.56533     |
+-------+-------------+-----------------+
| 28418 | 3.00607e+06 |     7.15153     |
+-------+-------------+-----------------+
| 28419 | 3.00785e+06 |     5.80558     |
+-------+-------------+-----------------+
| 28420 | 3.00963e+06 |     5.04774     |
+-------+-------------+-----------------+
| 28421 | 3.01141e+06 |     2.71452     |
+-------+-------------+-----------------+
| 28422 | 3.0132e+06  |     2.33853     |
+-------+-------------+-----------------+
| 28423 | 3.01498e+06 |     3.72103     |
+-------+-------------+-----------------+
| 28424 | 3.01676e+06 |     3.71944     |
+-------+-------------+-----------------+
| 28425 | 3.01854e+06 |     6.64052     |
+-------+-------------+-----------------+
| 28426 | 3.02032e+06 |     5.44568     |
+-------+-------------+-----------------+
| 28427 | 3.02211e+06 |     4.80723     |
+-------+-------------+-----------------+
| 28428 | 3.02389e+06 |     2.53322     |
+-------+-------------+-----------------+
| 28429 | 3.02567e+06 |     2.18188     |
+-------+-------------+-----------------+
| 28430 | 3.02745e+06 |     3.58027     |
+-------+-------------+-----------------+
| 28431 | 3.02923e+06 |     3.58964     |
+-------+-------------+-----------------+
| 28432 | 3.00254e+06 |     2.19431     |
+-------+-------------+-----------------+
| 28433 | 3.00432e+06 |     1.84045     |
+-------+-------------+-----------------+
| 28434 | 3.0061e+06  |     1.08797     |
+-------+-------------+-----------------+
| 28435 | 3.00788e+06 |     2.63082     |
+-------+-------------+-----------------+
| 28436 | 3.00966e+06 |     3.10968     |
+-------+-------------+-----------------+
| 28437 | 3.01145e+06 |     2.21464     |
+-------+-------------+-----------------+
| 28438 | 3.01323e+06 |     3.30293     |
+-------+-------------+-----------------+
| 28439 | 3.01501e+06 |     2.85832     |
+-------+-------------+-----------------+
| 28440 | 3.01679e+06 |     2.32598     |
+-------+-------------+-----------------+
| 28441 | 3.01858e+06 |     1.32188     |
+-------+-------------+-----------------+
| 28442 | 3.02036e+06 |     2.76655     |
+-------+-------------+-----------------+
| 28443 | 3.02214e+06 |     3.18667     |
+-------+-------------+-----------------+
| 28444 | 3.02392e+06 |     2.262       |
+-------+-------------+-----------------+
| 28445 | 3.0257e+06  |     3.33385     |
+-------+-------------+-----------------+
| 28446 | 3.02748e+06 |     2.88228     |
+-------+-------------+-----------------+
| 28447 | 3.02927e+06 |     2.34572     |
+-------+-------------+-----------------+
| 28448 | 3.00257e+06 |    34.9514      |
+-------+-------------+-----------------+
| 28449 | 3.00435e+06 |    26.9131      |
+-------+-------------+-----------------+
| 28450 | 3.00613e+06 |    58.4189      |
+-------+-------------+-----------------+
| 28451 | 3.00792e+06 |    51.4287      |
+-------+-------------+-----------------+
| 28452 | 3.0097e+06  |    59.3765      |
+-------+-------------+-----------------+
| 28453 | 3.01148e+06 |    36.037       |
+-------+-------------+-----------------+
| 28454 | 3.01326e+06 |    31.7172      |
+-------+-------------+-----------------+
| 28455 | 3.01504e+06 |    32.5069      |
+-------+-------------+-----------------+
| 28456 | 3.01683e+06 |    26.9882      |
+-------+-------------+-----------------+
| 28457 | 3.01861e+06 |    58.0839      |
+-------+-------------+-----------------+
| 28458 | 3.02039e+06 |    51.2487      |
+-------+-------------+-----------------+
| 28459 | 3.02217e+06 |    59.1512      |
+-------+-------------+-----------------+
| 28460 | 3.02395e+06 |    35.8274      |
+-------+-------------+-----------------+
| 28461 | 3.02574e+06 |    31.504       |
+-------+-------------+-----------------+
| 28462 | 3.02752e+06 |    32.2932      |
+-------+-------------+-----------------+
| 28463 | 3.0293e+06  |    26.7734      |
+-------+-------------+-----------------+
| 28464 | 3.0026e+06  |    58.8058      |
+-------+-------------+-----------------+
| 28465 | 3.00438e+06 |    45.0829      |
+-------+-------------+-----------------+
| 28466 | 3.00617e+06 |    70.0313      |
+-------+-------------+-----------------+
| 28467 | 3.00795e+06 |    39.6924      |
+-------+-------------+-----------------+
| 28468 | 3.00973e+06 |    43.9742      |
+-------+-------------+-----------------+
| 28469 | 3.01151e+06 |    53.7245      |
+-------+-------------+-----------------+
| 28470 | 3.0133e+06  |    50.5695      |
+-------+-------------+-----------------+
| 28471 | 3.01508e+06 |    58.6757      |
+-------+-------------+-----------------+
| 28472 | 3.01686e+06 |    45.2079      |
+-------+-------------+-----------------+
| 28473 | 3.01864e+06 |    70.1764      |
+-------+-------------+-----------------+
| 28474 | 3.02042e+06 |    39.7127      |
+-------+-------------+-----------------+
| 28475 | 3.0222e+06  |    44.0689      |
+-------+-------------+-----------------+
| 28476 | 3.02399e+06 |    53.7814      |
+-------+-------------+-----------------+
| 28477 | 3.02577e+06 |    50.6387      |
+-------+-------------+-----------------+
| 28478 | 3.02755e+06 |    58.7424      |
+-------+-------------+-----------------+
| 28479 | 3.02933e+06 |    45.2756      |
+-------+-------------+-----------------+
| 28480 | 3.00264e+06 |    42.1759      |
+-------+-------------+-----------------+
| 28481 | 3.00442e+06 |    39.6924      |
+-------+-------------+-----------------+
| 28482 | 3.0062e+06  |    73.9331      |
+-------+-------------+-----------------+
| 28483 | 3.00798e+06 |    55.948       |
+-------+-------------+-----------------+
| 28484 | 3.00976e+06 |    48.9108      |
+-------+-------------+-----------------+
| 28485 | 3.01155e+06 |    32.6689      |
+-------+-------------+-----------------+
| 28486 | 3.01333e+06 |    30.3354      |
+-------+-------------+-----------------+
| 28487 | 3.01511e+06 |    42.9435      |
+-------+-------------+-----------------+
| 28488 | 3.01689e+06 |    40.0673      |
+-------+-------------+-----------------+
| 28489 | 3.01867e+06 |    74.1099      |
+-------+-------------+-----------------+
| 28490 | 3.02046e+06 |    56.0193      |
+-------+-------------+-----------------+
| 28491 | 3.02224e+06 |    48.9211      |
+-------+-------------+-----------------+
| 28492 | 3.02402e+06 |    32.6474      |
+-------+-------------+-----------------+
| 28493 | 3.0258e+06  |    30.2971      |
+-------+-------------+-----------------+
| 28494 | 3.02758e+06 |    42.8967      |
+-------+-------------+-----------------+
| 28495 | 3.02937e+06 |    40.016       |
+-------+-------------+-----------------+
| 28496 | 3.00267e+06 |    17.1945      |
+-------+-------------+-----------------+
| 28497 | 3.00445e+06 |    16.8788      |
+-------+-------------+-----------------+
| 28498 | 3.00623e+06 |    22.5702      |
+-------+-------------+-----------------+
| 28499 | 3.00802e+06 |    27.63        |
+-------+-------------+-----------------+
| 28500 | 3.0098e+06  |    24.7029      |
+-------+-------------+-----------------+
| 28501 | 3.01158e+06 |    16.5296      |
+-------+-------------+-----------------+
| 28502 | 3.01336e+06 |    19.0353      |
+-------+-------------+-----------------+
| 28503 | 3.01514e+06 |    17.3852      |
+-------+-------------+-----------------+
| 28504 | 3.01692e+06 |    16.8187      |
+-------+-------------+-----------------+
| 28505 | 3.01871e+06 |    22.3032      |
+-------+-------------+-----------------+
| 28506 | 3.02049e+06 |    28.4775      |
+-------+-------------+-----------------+
| 28507 | 3.02227e+06 |    25.2155      |
+-------+-------------+-----------------+
| 28508 | 3.02405e+06 |    16.4748      |
+-------+-------------+-----------------+
| 28509 | 3.02584e+06 |    19.3129      |
+-------+-------------+-----------------+
| 28510 | 3.02762e+06 |    17.5801      |
+-------+-------------+-----------------+
| 28511 | 3.0294e+06  |    16.9899      |
+-------+-------------+-----------------+

ARQUIVO COM OS RESULTADOS: data_submission.csv

In [ ]:
In [ ]:
In [ ]: